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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.
TAPBPL 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
24.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
78.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
75.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
72.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
72.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
62.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
61.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
60.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
58.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
58.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
58.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
54.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
53.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
52.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
52.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
51.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
51.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
49.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
49.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
47.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
47.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
47.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
47.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
46.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
46.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
46.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
46.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
45.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
45.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
43.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
42.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
42.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
39.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
39.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
38.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
38.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
38.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
37.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
37.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
37.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
36.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
36.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
36.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
36.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
36.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
35.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
35.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
34.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
34.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
33.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
33.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
33.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
32.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
32.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
31.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
30.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
29.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
23.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 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.
TAPBPL 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
20.7
Number of samples
486
Samples
Sample
Description
TPM
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
81.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
70.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
70.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
61.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
56.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
55.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
53.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
51.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
50.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
49.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
49.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
48.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
48.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
47.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
46.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
45.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
44.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
44.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
43.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
43.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
42.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
42.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
41.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
41.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
41.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
41.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
40.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
39.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
39.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
38.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
38.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
38.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
38.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
36.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
32.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
2.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
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.
TAPBPL 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
23.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
95.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
69.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
60.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
52.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
52.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
51.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
49.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
42.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
41.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
40.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
38.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
37.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
37.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
35.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
34.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
33.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
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.
TAPBPL 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
22.0
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
77.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
74.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
56.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
55.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
52.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
51.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
49.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
43.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
40.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
38.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
35.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
35.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
34.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
43192517-085e-450e-9481-0a6713_D3
Tumor
1.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
1.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.8
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.8
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.7
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.7
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.6
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.6
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.7
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.8
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.9
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.9
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-1.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-1.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.5
b2400046-1d25-429d-a821-6040a6
Tumor
-3.0
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
