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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.
RUSC1 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
30.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
87.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
65.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
63.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
60.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
55.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
54.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
53.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
52.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
52.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
52.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
49.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
49.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
48.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
47.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
47.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
47.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
47.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
46.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
46.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
46.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
46.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
46.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
46.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
46.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
45.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
45.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
44.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
44.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
43.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
43.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
42.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
42.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
41.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
41.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
41.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
40.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
40.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
40.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
39.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
39.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
39.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
39.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
39.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
39.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
38.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
38.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
38.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
38.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
38.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
37.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
37.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
37.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
37.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
36.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
36.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
36.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
36.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
36.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
35.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
35.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
35.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
35.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
34.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
34.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
34.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
34.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
34.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
34.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
33.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
33.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
33.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
33.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
33.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
32.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
32.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
32.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
32.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
32.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
31.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
31.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
31.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
31.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
31.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
31.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
30.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
30.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
29.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
28.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
26.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
25.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
22.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
21.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RUSC1 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
30.7
Number of samples
486
Samples
Sample
Description
TPM
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
77.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
75.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
73.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
70.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
60.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
59.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
58.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
58.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
55.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
54.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
54.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
52.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
52.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
52.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
50.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
49.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
49.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
48.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
48.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
47.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
47.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
47.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
46.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
46.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
46.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
46.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
45.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
45.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
45.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
45.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
45.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
44.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
44.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
44.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
44.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
44.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
44.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
44.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
44.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
43.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
43.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
43.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
42.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
42.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
42.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
42.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
42.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
41.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
41.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
41.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
41.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
41.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
40.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
40.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
40.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
40.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
39.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
39.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
39.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
39.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
39.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
39.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
39.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
38.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
38.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
38.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
38.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
38.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
38.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
38.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
38.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
38.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
37.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
37.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
37.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
37.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
37.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
36.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
36.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
36.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
35.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
35.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
33.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
32.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
31.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
30.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
RUSC1 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
29.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
73.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
50.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
49.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
48.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
47.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
47.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
45.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
41.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
41.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
41.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
38.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
37.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
36.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
35.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
35.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
35.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
34.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
34.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
34.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
33.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
33.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
32.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
32.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
31.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
31.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
17.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
RUSC1 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
27.5
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
72.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
47.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
45.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
44.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
42.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
42.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
41.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
41.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
41.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
41.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
39.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
39.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
38.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
37.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
37.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
34.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
34.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
31.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
27.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
