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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.
ADPGK 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
11.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
30.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
28.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
ADPGK 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
13.1
Number of samples
486
Samples
Sample
Description
TPM
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
5.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ADPGK 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
10.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
ADPGK 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
10.3
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
5.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
5.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
4.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
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Tumor
0.4
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Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
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Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
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Tumor
0.3
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Tumor
0.2
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Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
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Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
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Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
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Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
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Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
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Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-1.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.7
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
