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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.
CEP70 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
9.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
53.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
CEP70 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
19.1
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
55.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
46.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
41.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
41.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
40.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
39.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
38.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
35.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
32.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
6.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
3.6
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.
CEP70 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
8.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
CEP70 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
17.0
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
58.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
40.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
33.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
31.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
4.6
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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
