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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.
CEP104 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
5.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
CEP104 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
12.5
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
5.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
4.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
CEP104 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
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CEP104 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.5
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
6.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
6.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
5.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.3
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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
