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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.
PER1 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
7.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
55.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
PER1 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
21.1
Number of samples
486
Samples
Sample
Description
TPM
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
80.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
71.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
69.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
61.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
60.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
59.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
55.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
54.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
54.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
50.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
50.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
49.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
49.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
49.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
49.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
49.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
48.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
48.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
47.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
47.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
47.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
47.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
47.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
46.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
44.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
43.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
42.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
42.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
41.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
41.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
41.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
40.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
40.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
40.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
40.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
40.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
40.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
39.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
39.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
39.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
39.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
38.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
38.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
38.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
37.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
37.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
37.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
36.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
36.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
36.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
35.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
34.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
32.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
31.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
30.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
5.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
5.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
5.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
4.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
4.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
3.0
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.
PER1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
PER1 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
20.0
Number of samples
207
Samples
Sample
Description
TPM
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
98.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
85.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
77.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
73.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
65.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
65.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
64.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
64.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
57.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
56.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
56.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
53.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
52.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
52.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
50.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
50.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
49.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
47.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
45.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
45.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
45.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
44.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
41.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
36.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
36.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
34.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
33.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
33.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
4.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
4.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
4.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
4.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
3.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.3
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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.
The Human Protein Atlas project is funded
