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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.
CEP43 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
14.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
39.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
33.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
22.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 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.
CEP43 is potential prognostic, high expression is favorable 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
19.1
Number of samples
486
Samples
Sample
Description
TPM
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
42.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
39.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
38.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CEP43 is potential prognostic, high expression is favorable 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
15.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
37.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
25.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 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.
CEP43 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.3
Number of samples
207
Samples
Sample
Description
TPM
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
57.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
43.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
41.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
34.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
32.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
