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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.
AREL1 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
7.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AREL1 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
13.0
Number of samples
486
Samples
Sample
Description
TPM
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
6.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
5.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
5.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
4.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
4.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
4.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
3.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
3.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AREL1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
AREL1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.0
Number of samples
207
Samples
Sample
Description
TPM
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
6.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
5.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
5.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
5.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
3.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
2.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
