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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.
ETS1 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
18.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
129.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
113.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
89.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
79.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
72.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
70.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
62.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
57.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
54.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
52.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
52.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
47.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
46.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
45.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
43.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
43.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
41.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
40.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
39.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
38.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
36.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
36.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
35.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
35.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
35.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
34.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
34.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
34.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
34.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
32.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
32.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
30.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
30.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
ETS1 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
53.6
Number of samples
486
Samples
Sample
Description
TPM
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
195.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
176.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
172.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
169.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
168.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
138.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
131.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
127.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
124.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
123.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
116.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
114.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
114.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
112.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
108.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
108.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
105.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
105.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
104.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
104.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
104.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
103.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
102.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
100.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
100.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
99.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
95.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
95.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
95.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
93.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
93.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
93.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
91.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
90.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
90.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
89.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
89.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
89.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
89.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
88.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
87.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
87.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
86.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
86.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
86.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
85.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
84.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
84.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
83.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
83.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
83.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
82.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
81.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
81.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
80.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
80.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
78.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
78.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
78.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
78.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
78.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
78.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
77.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
77.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
77.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
76.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
76.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
76.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
76.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
75.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
75.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
74.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
74.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
74.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
73.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
73.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
73.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
73.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
73.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
72.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
72.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
72.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
72.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
72.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
71.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
71.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
71.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
71.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
71.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
71.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
71.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
70.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
70.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
70.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
70.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
70.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
70.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
70.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
69.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
69.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
68.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
68.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
68.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
68.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
68.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
67.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
67.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
67.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
67.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
67.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
67.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
67.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
67.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
67.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
66.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
66.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
66.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
66.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
66.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
66.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
66.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
65.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
65.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
65.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
65.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
65.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
65.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
65.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
65.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
64.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
64.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
63.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
63.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
63.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
63.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
62.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
62.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
62.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
62.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
61.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
61.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
61.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
60.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
60.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
60.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
60.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
60.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
60.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
59.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
59.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
59.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
59.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
59.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
59.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
59.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
58.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
58.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
58.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
58.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
58.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
58.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
58.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
58.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
57.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
57.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
57.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
57.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
57.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
57.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
56.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
56.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
56.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
56.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
56.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
55.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
55.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
55.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
55.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
55.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
55.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
55.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
55.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
55.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
55.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
55.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
55.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
55.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
54.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
54.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
54.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
53.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
53.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
52.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
52.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
52.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
52.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
52.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
52.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
52.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
52.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
51.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
51.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
51.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
51.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
51.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
51.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
51.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
51.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
51.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
50.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
50.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
50.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
50.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
50.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
50.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
50.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
50.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
50.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
50.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
50.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
49.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
49.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
49.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
49.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
49.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
49.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
49.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
49.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
49.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
48.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
48.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
48.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
48.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
48.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
48.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
48.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
48.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
47.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
47.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
47.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
47.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
47.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
47.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
47.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
47.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
47.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
47.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
47.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
47.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
46.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
46.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
46.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
46.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
46.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
46.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
46.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
46.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
46.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
46.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
46.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
46.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
46.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
45.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
45.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
45.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
45.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
45.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
45.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
45.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
45.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
45.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
45.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
44.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
44.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
44.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
44.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
44.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
44.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
44.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
44.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
44.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
44.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
44.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
43.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
43.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
43.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
43.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
43.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
43.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
43.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
43.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
43.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
43.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
43.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
43.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
42.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
42.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
42.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
42.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
42.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
42.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
42.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
42.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
42.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
42.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
42.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
42.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
41.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
41.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
41.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
41.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
41.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
41.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
41.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
41.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
41.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
41.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
41.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
41.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
40.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
40.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
40.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
39.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
39.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
39.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
39.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
39.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
39.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
39.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
39.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
39.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
39.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
39.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
39.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
39.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
38.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
38.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
38.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
38.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
38.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
38.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
38.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
38.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
38.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
38.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
37.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
37.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
36.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
36.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
36.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
36.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
35.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
35.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
35.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
33.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
31.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
29.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.9
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.
ETS1 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
18.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
72.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
67.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
65.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
53.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
42.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
39.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
37.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
35.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
33.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
32.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ETS1 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
45.5
Number of samples
207
Samples
Sample
Description
TPM
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
129.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
119.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
114.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
103.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
100.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
95.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
90.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
85.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
83.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
78.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
78.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
78.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
76.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
73.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
73.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
71.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
70.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
70.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
69.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
69.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
69.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
68.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
68.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
68.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
67.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
67.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
65.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
65.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
64.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
63.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
63.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
63.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
61.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
61.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
61.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
60.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
60.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
60.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
60.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
60.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
59.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
58.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
58.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
58.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
57.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
57.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
57.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
56.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
56.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
56.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
54.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
52.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
52.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
52.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
52.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
52.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
52.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
52.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
51.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
51.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
51.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
50.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
50.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
50.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
50.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
50.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
49.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
49.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
49.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
49.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
48.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
48.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
48.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
48.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
48.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
48.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
48.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
47.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
47.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
47.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
47.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
46.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
46.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
46.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
46.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
46.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
46.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
45.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
45.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
45.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
45.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
44.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
44.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
44.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
44.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
44.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
44.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
44.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
44.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
43.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
43.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
43.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
43.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
42.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
42.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
42.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
41.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
41.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
41.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
41.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
40.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
40.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
40.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
39.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
38.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
38.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
38.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
38.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
38.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
37.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
37.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
36.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
36.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
35.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
35.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
35.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
35.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
35.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
35.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
33.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
33.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
31.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
30.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
29.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
26.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
