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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.
USB1 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
28.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
76.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
54.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
54.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
51.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
51.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
50.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
50.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
48.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
47.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
47.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
46.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
46.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
46.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
46.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
46.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
45.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
45.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
45.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
43.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
43.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
43.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
43.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
42.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
42.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
42.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
41.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
41.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
40.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
40.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
39.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
38.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
38.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
38.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
38.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
38.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
37.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
37.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
37.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
36.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
36.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
36.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
36.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
36.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
35.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
35.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
35.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
35.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
35.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
34.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
33.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
33.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
33.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
33.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
33.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
33.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
32.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
32.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
32.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
32.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
32.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
31.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
31.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
31.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
31.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
31.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
30.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
30.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
30.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
30.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
29.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
29.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
29.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
28.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
28.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
27.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
27.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
27.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
27.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
26.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
26.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
USB1 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
22.6
Number of samples
486
Samples
Sample
Description
TPM
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
54.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
48.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
48.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
45.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
45.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
43.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
43.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
41.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
37.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
37.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
37.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
35.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
32.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USB1 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
26.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
61.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
47.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
44.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
39.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
39.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
38.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
37.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
36.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
36.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
35.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
35.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
34.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
34.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
34.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
33.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
33.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
33.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
33.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
33.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
32.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
31.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
30.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
29.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
27.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
27.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
26.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
26.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
25.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
24.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USB1 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
20.4
Number of samples
207
Samples
Sample
Description
TPM
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
41.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
40.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
34.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
