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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.
CCDC51 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
20.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
53.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
49.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
42.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
38.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
36.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
36.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
36.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
35.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
34.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
34.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
34.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
33.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
31.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
31.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
31.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
31.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
31.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
29.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
29.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
29.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
29.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
26.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
26.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
26.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
25.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
CCDC51 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
10.7
Number of samples
486
Samples
Sample
Description
TPM
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
6.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
4.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
4.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
4.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCDC51 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
20.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
36.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
35.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
34.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
32.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
28.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
25.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCDC51 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
9.6
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
6.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
6.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
5.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
5.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
5.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
4.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
3.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
3.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
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Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
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Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.7
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
