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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.
DMWD 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-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DMWD 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
32.6
Number of samples
486
Samples
Sample
Description
TPM
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
92.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
69.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
62.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
59.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
58.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
58.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
57.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
56.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
55.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
55.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
53.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
52.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
52.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
52.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
51.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
51.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
49.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
49.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
48.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
47.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
47.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
47.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
46.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
46.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
46.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
46.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
46.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
46.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
46.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
46.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
45.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
45.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
45.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
45.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
45.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
44.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
44.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
44.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
44.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
44.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
44.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
44.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
44.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
44.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
44.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
44.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
43.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
43.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
43.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
43.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
43.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
43.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
42.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
42.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
42.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
42.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
42.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
42.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
42.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
41.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
41.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
41.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
41.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
41.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
41.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
40.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
40.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
40.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
40.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
40.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
40.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
40.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
40.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
40.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
40.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
39.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
39.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
39.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
39.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
38.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
38.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
38.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
38.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
38.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
38.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
38.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
38.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
38.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
38.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
38.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
37.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
37.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
37.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
37.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
37.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
37.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
37.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
37.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
37.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
36.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
36.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
36.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
36.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
36.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
36.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
36.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
35.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
35.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
35.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
35.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
35.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
34.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
34.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
33.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
33.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
33.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
32.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
31.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
29.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DMWD 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
12.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
20.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
DMWD 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
32.1
Number of samples
207
Samples
Sample
Description
TPM
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
54.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
53.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
49.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
48.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
48.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
46.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
46.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
46.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
46.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
45.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
43.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
43.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
43.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
43.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
42.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
41.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
41.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
41.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
41.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
41.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
41.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
40.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
40.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
40.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
40.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
39.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
39.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
39.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
39.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
39.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
39.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
39.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
38.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
38.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
38.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
38.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
38.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
37.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
37.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
37.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
37.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
37.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
37.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
36.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
36.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
35.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
35.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
35.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
34.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
34.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
34.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
33.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
33.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
33.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
32.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
32.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
32.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
32.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
32.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
31.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
27.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.9
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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
