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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.
PGPEP1 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
14.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
42.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
37.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
36.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
34.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
29.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 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.
PGPEP1 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
30.2
Number of samples
486
Samples
Sample
Description
TPM
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
106.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
74.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
68.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
65.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
64.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
63.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
61.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
61.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
57.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
56.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
55.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
53.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
53.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
52.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
52.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
51.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
51.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
51.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
51.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
50.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
50.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
50.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
49.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
48.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
48.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
48.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
48.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
47.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
47.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
47.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
47.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
47.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
47.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
47.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
47.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
46.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
45.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
45.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
45.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
45.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
45.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
45.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
45.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
44.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
43.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
43.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
42.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
42.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
42.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
42.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
42.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
41.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
41.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
41.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
41.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
41.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
41.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
40.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
40.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
40.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
40.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
40.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
40.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
39.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
39.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
39.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
39.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
39.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
39.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
39.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
38.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
38.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
38.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
38.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
38.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
38.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
37.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
37.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
37.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
37.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
36.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
36.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
36.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
36.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
36.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
36.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
35.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
34.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
33.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
32.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
32.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
32.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
31.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
29.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PGPEP1 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
15.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
119.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
25.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 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.
PGPEP1 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
30.6
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
74.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
58.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
55.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
53.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
49.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
49.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
48.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
48.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
47.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
47.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
46.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
46.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
44.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
44.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
44.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
43.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
43.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
43.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
43.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
42.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
42.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
42.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
42.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
41.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
40.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
40.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
40.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
40.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
40.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
40.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
39.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
39.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
39.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
39.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
39.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
38.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
38.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
38.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
38.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
37.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
37.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
37.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
37.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
37.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
36.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
36.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
36.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
35.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
35.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
34.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
34.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
33.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
33.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
32.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
32.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
32.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
31.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.8
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.8
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
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
154115ac-2ec2-439d-b55e-0464ee_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
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
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
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
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
b4dd4a04-5eda-43dd-8298-215b07_D3
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
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
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
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
