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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.
PDE6D 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
19.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
47.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
39.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
30.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
28.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
26.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
24.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
23.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 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.
PDE6D 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
17.6
Number of samples
486
Samples
Sample
Description
TPM
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
42.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
PDE6D 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
18.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
37.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
30.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
29.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
26.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.8
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.
PDE6D 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
15.1
Number of samples
207
Samples
Sample
Description
TPM
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.9
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.9
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.8
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.8
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.8
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
