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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.
EXT2 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
34.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
67.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
65.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
64.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
62.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
58.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
58.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
57.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
57.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
57.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
55.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
55.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
55.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
55.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
54.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
51.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
51.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
51.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
51.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
50.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
49.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
49.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
49.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
49.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
49.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
49.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
48.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
48.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
48.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
48.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
48.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
48.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
47.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
47.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
47.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
47.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
46.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
46.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
46.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
46.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
45.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
45.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
45.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
45.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
44.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
44.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
44.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
44.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
43.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
43.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
43.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
43.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
42.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
42.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
42.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
42.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
41.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
41.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
41.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
41.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
41.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
41.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
41.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
41.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
41.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
41.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
40.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
40.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
40.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
40.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
40.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
40.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
39.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
39.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
39.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
39.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
38.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
38.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
38.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
38.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
38.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
38.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
38.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
38.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
37.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
37.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
37.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
37.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
36.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
36.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
36.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
36.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
36.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
36.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
36.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
36.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
36.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
36.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
35.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
35.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
35.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
35.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
35.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
35.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
35.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
34.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
34.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
34.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
34.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
34.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
34.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
34.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
34.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
33.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
33.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
33.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
33.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
33.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
33.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
33.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
32.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
32.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
32.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
32.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
31.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
31.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
31.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
31.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
31.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
31.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
31.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
30.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
30.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
30.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
29.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
29.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
29.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
28.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
28.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
27.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
27.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
26.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
25.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
25.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
24.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
23.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
22.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 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.
EXT2 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
28.5
Number of samples
486
Samples
Sample
Description
TPM
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
56.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
53.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
53.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
47.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
47.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
46.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
46.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
45.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
43.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
43.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
43.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
42.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
42.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
42.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
42.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
42.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
42.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
42.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
41.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
41.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
41.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
40.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
40.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
40.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
40.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
39.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
39.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
38.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
38.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
38.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
38.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
37.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
36.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
36.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
35.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
32.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
32.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
32.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
EXT2 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
34.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
64.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
62.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
55.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
54.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
54.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
53.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
50.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
49.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
49.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
49.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
47.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
45.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
43.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
43.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
43.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
42.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
42.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
42.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
42.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
41.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
41.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
41.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
40.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
40.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
40.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
40.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
39.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
39.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
39.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
39.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
39.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
38.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
38.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
38.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
37.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
36.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
36.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
36.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
35.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
34.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
34.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
34.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
33.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
33.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
31.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
29.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
29.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
27.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
26.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
EXT2 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
26.5
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
46.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
42.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
42.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
39.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
38.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
38.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
38.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
38.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
37.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
37.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
34.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
33.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
