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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.
AKAP8L 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
15.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
33.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
26.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 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.
AKAP8L 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
7.8
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
7.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
6.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
6.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
6.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
6.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
6.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
6.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
6.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
6.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
6.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
5.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
5.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
5.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
5.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
5.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
5.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
5.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
5.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
5.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
5.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
5.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
5.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
5.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
5.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
5.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
5.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
5.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
5.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
5.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
5.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
5.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
5.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
5.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
5.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
5.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
4.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
4.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
4.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
4.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
4.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
4.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
4.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
4.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
4.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
4.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
4.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
4.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
4.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
4.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
4.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
4.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
4.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
4.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
4.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
4.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
4.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
4.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
4.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
4.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
4.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
4.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
3.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
3.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
3.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
3.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
3.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
3.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
3.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
3.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
3.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
3.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
3.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
3.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
3.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
3.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
3.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
3.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
3.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
3.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
3.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
3.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
3.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
3.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
3.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
2.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
2.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
2.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
2.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
2.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
2.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
2.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
2.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
2.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
2.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
2.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
2.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
2.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
1.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
1.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
1.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
1.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
1.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
0.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 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.
AKAP8L 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
16.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
30.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
17.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AKAP8L 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
7.8
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
7.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
6.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
6.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
6.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
6.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
6.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
5.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
5.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
5.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
5.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
5.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
5.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
5.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
5.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
4.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
4.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
4.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
4.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
4.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
4.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
4.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
4.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
4.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
4.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
3.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
3.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
3.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
3.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
3.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
2.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
2.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
2.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
2.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
1.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-1.1
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
