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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.
EHD2 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
17.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
153.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
109.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
92.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
77.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
72.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
70.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
63.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
61.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
60.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
54.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
50.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
49.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
48.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
46.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
44.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
44.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
43.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
43.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
43.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
42.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
41.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
40.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
39.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
38.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
37.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
37.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
36.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
36.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
36.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
35.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
34.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
34.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
26.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
25.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EHD2 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
27.9
Number of samples
486
Samples
Sample
Description
TPM
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
118.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
107.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
99.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
93.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
90.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
83.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
81.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
81.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
81.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
76.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
75.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
73.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
67.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
67.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
67.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
63.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
62.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
60.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
59.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
56.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
56.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
55.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
55.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
55.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
55.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
54.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
54.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
53.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
53.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
53.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
51.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
50.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
50.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
50.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
50.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
50.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
48.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
48.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
48.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
48.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
48.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
48.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
47.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
47.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
47.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
47.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
47.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
46.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
45.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
45.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
44.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
44.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
44.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
44.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
44.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
43.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
43.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
43.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
43.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
43.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
43.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
43.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
43.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
43.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
43.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
42.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
42.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
42.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
42.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
42.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
41.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
41.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
41.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
41.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
41.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
41.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
40.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
40.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
40.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
40.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
39.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
39.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
38.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
37.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
37.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
37.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
37.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
37.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
36.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
36.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
36.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
36.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
36.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
35.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
35.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
35.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
34.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
33.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
32.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
32.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
EHD2 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
17.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
96.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
72.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
69.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
39.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
34.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
31.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
30.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
28.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
EHD2 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
28.5
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
129.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
93.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
84.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
82.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
79.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
78.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
72.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
67.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
65.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
64.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
64.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
63.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
62.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
62.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
61.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
61.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
60.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
60.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
59.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
59.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
58.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
58.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
57.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
56.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
55.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
54.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
54.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
52.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
49.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
47.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
46.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
46.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
45.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
45.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
44.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
43.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
43.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
42.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
42.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
41.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
41.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
40.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
38.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
38.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
37.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
37.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
36.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
35.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
34.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
32.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
2.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
2.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
2.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
2.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
1.2
41a04113-2061-4923-bca5-da586c_D2
Normal
1.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
1.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.1
963fc8db-f412-4427-a198-23f660_D2
Normal
1.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
1.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
1.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
1.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.9
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.9
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.9
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.9
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.9
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.9
82157a70-12f1-4913-b548-d98881_D2
Normal
0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.8
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.8
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.8
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.7
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.7
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.6
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.7
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.8
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.8
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.9
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.9
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-1.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-1.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-1.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-1.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-1.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-1.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-1.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-1.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-1.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-1.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-1.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-1.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-1.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-1.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.8
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-2.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-2.0
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
