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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.
SIRT6 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
22.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
87.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
52.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
52.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
45.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
45.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
43.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
41.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
41.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
41.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
41.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
40.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
39.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
39.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
39.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
38.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
37.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
36.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
36.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
35.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
35.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
35.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
34.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
33.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
32.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
32.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
32.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
31.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
31.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
31.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
31.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
30.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
30.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
30.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
29.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
29.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
27.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
SIRT6 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
14.6
Number of samples
486
Samples
Sample
Description
TPM
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
43.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
38.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
SIRT6 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
21.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
44.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
43.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
40.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
38.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
37.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
35.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
34.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
34.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
33.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
33.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
28.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 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.
SIRT6 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.4
Number of samples
207
Samples
Sample
Description
TPM
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
37.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
1.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
