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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.
TDG 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
13.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
40.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
39.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
TDG 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
19.4
Number of samples
486
Samples
Sample
Description
TPM
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
49.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
43.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
40.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
34.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TDG 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
13.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.7
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.
TDG 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
17.3
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
