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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.
PACS2 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
14.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
PACS2 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
23.9
Number of samples
486
Samples
Sample
Description
TPM
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
53.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
47.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
47.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
41.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
38.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
38.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
35.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
34.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
29.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
PACS2 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
13.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PACS2 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
22.5
Number of samples
207
Samples
Sample
Description
TPM
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
42.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
36.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
35.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.9
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.7
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.8
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.3
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
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.
The Human Protein Atlas project is funded
