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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.
KAT2A 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
17.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
42.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
40.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
37.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
37.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
35.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
33.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
32.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
31.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
29.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
28.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
27.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
KAT2A 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
18.3
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
51.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
44.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
43.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
42.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
41.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
36.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
35.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KAT2A is potential prognostic, high expression is favorable 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
16.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
38.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
34.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KAT2A 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
15.7
Number of samples
207
Samples
Sample
Description
TPM
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
41.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
5.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
4.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
