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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.
ABITRAM is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
33.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
32.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
31.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
26.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.6
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.
ABITRAM is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.2
Number of samples
486
Samples
Sample
Description
TPM
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
48.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
46.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
45.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
34.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.3
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.
ABITRAM 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
17.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
43.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ABITRAM 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
19.3
Number of samples
207
Samples
Sample
Description
TPM
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
48.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
42.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
39.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
34.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.