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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.
EML3 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
13.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
EML3 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
13.2
Number of samples
486
Samples
Sample
Description
TPM
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
EML3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
35.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.1
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.
EML3 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
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
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.
The Human Protein Atlas project is funded
