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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.
PTGER4 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
7.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
47.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
1.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
PTGER4 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
12.0
Number of samples
486
Samples
Sample
Description
TPM
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
7.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
6.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
6.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
5.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
5.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
5.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
5.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
5.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
5.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
5.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
5.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
4.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
4.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
4.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
4.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
4.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
4.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
4.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
4.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
4.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
3.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
3.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
3.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
3.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
3.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
3.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
3.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
3.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
2.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
2.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
2.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
2.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
2.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
1.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
1.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
1.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PTGER4 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
7.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 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.
PTGER4 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
11.1
Number of samples
207
Samples
Sample
Description
TPM
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
40.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
6.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
6.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
5.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
5.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
4.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
3.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
3.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
3.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
3.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
3.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
2.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
2.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
1.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
