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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.
CEP164 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
4.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 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.
CEP164 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.6
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
6.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
5.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
4.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
3.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
CEP164 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CEP164 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
13.0
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.1
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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
