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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.
COG8 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
13.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
COG8 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
24.7
Number of samples
486
Samples
Sample
Description
TPM
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
47.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
41.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
40.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
38.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
37.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
37.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
37.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
34.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
34.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.4
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.
COG8 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
11.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.3
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.
COG8 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
24.5
Number of samples
207
Samples
Sample
Description
TPM
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
37.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
37.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
35.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
348f6009-e1be-44d2-a093-9ca844_D2
Normal
1.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.