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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.
EED 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
13.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
38.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 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.
EED 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
11.1
Number of samples
486
Samples
Sample
Description
TPM
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
6.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
4.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
4.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
EED 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
14.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.7
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.
EED is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.5
Number of samples
207
Samples
Sample
Description
TPM
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
6.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.8
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.7
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-1.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-1.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
