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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.
USE1 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
31.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
98.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
65.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
63.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
62.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
62.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
60.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
60.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
53.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
52.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
51.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
51.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
49.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
47.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
47.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
46.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
45.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
44.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
44.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
44.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
44.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
43.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
43.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
43.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
43.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
43.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
43.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
42.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
42.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
42.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
42.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
41.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
41.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
41.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
41.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
41.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
40.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
40.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
40.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
40.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
39.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
39.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
39.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
39.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
38.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
38.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
38.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
38.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
38.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
37.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
37.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
37.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
37.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
37.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
37.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
37.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
37.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
37.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
37.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
36.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
36.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
36.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
36.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
36.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
36.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
36.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
35.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
35.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
35.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
35.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
35.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
35.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
34.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
34.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
34.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
34.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
34.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
33.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
33.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
33.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
33.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
33.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
33.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
32.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
32.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
32.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
32.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
32.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
32.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
32.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
32.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
31.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
31.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
31.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
31.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
31.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
31.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
30.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
30.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
30.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
29.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
29.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
28.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
27.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
26.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
25.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
24.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
23.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
23.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.0
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.
USE1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.8
Number of samples
486
Samples
Sample
Description
TPM
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
47.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USE1 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
31.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
56.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
55.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
55.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
49.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
47.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
47.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
46.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
45.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
45.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
44.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
44.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
43.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
41.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
41.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
37.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
36.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
36.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
36.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
35.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
35.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
35.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
34.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
34.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
32.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
32.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
32.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
32.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
32.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
31.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
31.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
31.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
30.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
29.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
29.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
29.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
28.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
27.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
26.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
26.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
25.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
24.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 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.
USE1 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
13.4
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
28.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-1.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_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
