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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.
DPY19L1 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
16.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
47.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
45.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
43.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
37.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
32.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
29.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
27.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
DPY19L1 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
28.0
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
82.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
74.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
69.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
64.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
64.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
62.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
62.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
61.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
60.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
58.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
57.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
57.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
57.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
56.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
56.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
55.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
52.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
52.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
52.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
51.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
51.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
50.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
50.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
49.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
48.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
48.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
48.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
46.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
46.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
45.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
44.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
44.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
43.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
42.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
42.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
42.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
42.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
42.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
41.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
41.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
41.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
41.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
41.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
40.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
40.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
40.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
39.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
39.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
38.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
37.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
37.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
37.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
37.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
36.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
36.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
36.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
36.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
35.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
35.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
35.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
34.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
34.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
34.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
33.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
33.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
30.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
DPY19L1 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
16.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
33.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
24.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DPY19L1 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
25.9
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
63.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
61.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
55.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
47.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
47.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
45.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
45.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
43.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
41.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
41.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
40.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
40.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
39.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
38.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
37.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
37.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
36.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
36.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
36.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
35.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
34.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
33.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
32.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
31.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
1.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
1.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.8
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.7
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.7
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_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
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_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
