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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.
RABEPK 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
26.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
53.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
51.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
46.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
45.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
45.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
42.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
41.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
40.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
40.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
39.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
38.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
37.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
36.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
36.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
36.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
36.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
35.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
35.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
35.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
35.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
35.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
35.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
35.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
34.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
34.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
34.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
34.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
34.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
34.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
33.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
33.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
33.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
32.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
32.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
32.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
32.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
32.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
31.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
31.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
30.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
30.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
29.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
28.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
27.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
25.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
25.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
23.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
23.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 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.
RABEPK 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
22.7
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
48.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
48.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
45.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
44.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
42.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
40.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
39.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
39.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
39.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
39.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
38.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
37.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
35.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
32.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RABEPK is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
57.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
51.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
41.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
36.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
36.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
34.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
34.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
34.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
34.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
33.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
30.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
29.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
28.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
27.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
27.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
26.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
24.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RABEPK 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
21.0
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
33.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
33.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.5
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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
