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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.
FBXW5 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
45.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
118.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
104.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
100.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
93.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
87.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
82.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
81.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
80.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
80.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
78.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
77.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
75.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
74.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
74.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
73.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
73.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
73.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
71.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
70.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
69.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
69.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
69.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
68.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
68.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
68.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
68.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
68.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
67.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
66.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
66.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
66.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
65.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
65.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
65.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
65.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
65.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
64.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
63.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
62.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
62.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
62.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
60.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
60.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
60.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
60.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
60.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
59.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
59.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
59.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
59.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
58.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
58.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
58.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
57.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
57.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
57.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
57.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
56.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
56.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
56.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
56.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
56.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
56.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
55.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
55.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
54.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
54.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
54.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
54.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
54.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
54.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
53.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
53.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
53.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
52.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
52.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
52.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
52.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
51.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
51.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
51.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
51.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
50.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
50.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
50.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
50.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
50.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
50.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
49.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
49.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
49.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
49.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
48.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
48.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
48.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
48.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
48.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
48.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
48.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
48.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
48.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
47.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
47.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
47.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
47.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
47.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
47.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
47.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
46.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
46.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
46.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
46.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
46.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
46.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
46.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
45.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
45.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
45.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
45.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
45.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
45.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
44.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
44.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
44.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
44.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
44.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
44.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
44.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
43.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
43.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
42.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
42.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
41.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
41.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
41.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
41.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
41.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
41.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
40.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
40.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
40.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
40.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
39.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
39.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
39.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
39.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
38.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
38.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
38.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
38.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
38.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
37.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
37.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
37.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
37.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
37.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
37.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
36.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
36.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
36.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
36.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
35.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
35.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
35.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
35.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
34.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
34.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
34.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
34.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
33.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
33.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
32.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
32.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
32.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
32.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
31.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
29.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
29.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
28.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
28.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
27.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
27.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
26.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXW5 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
35.9
Number of samples
486
Samples
Sample
Description
TPM
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
100.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
95.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
94.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
81.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
79.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
78.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
77.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
75.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
75.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
74.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
74.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
73.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
73.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
73.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
70.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
70.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
69.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
69.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
69.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
68.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
68.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
67.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
66.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
65.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
65.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
65.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
64.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
63.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
63.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
62.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
61.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
61.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
60.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
59.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
59.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
58.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
58.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
58.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
58.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
58.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
57.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
57.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
56.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
55.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
55.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
55.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
54.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
54.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
54.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
53.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
53.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
53.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
53.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
53.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
53.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
53.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
53.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
53.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
53.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
52.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
52.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
52.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
52.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
52.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
52.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
51.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
51.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
51.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
51.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
50.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
50.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
50.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
50.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
50.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
50.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
50.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
50.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
49.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
49.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
49.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
49.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
49.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
49.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
49.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
49.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
48.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
48.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
48.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
48.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
48.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
48.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
47.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
47.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
47.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
47.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
47.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
47.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
46.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
46.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
46.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
46.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
46.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
46.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
46.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
46.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
45.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
45.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
45.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
45.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
45.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
45.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
45.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
45.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
45.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
45.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
44.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
44.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
44.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
44.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
43.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
43.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
43.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
43.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
43.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
43.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
43.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
43.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
43.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
43.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
43.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
43.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
42.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
42.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
42.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
42.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
42.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
42.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
42.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
42.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
42.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
42.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
41.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
41.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
41.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
41.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
41.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
41.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
41.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
41.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
41.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
41.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
40.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
40.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
40.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
40.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
40.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
40.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
40.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
40.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
40.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
39.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
39.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
39.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
39.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
39.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
39.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
39.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
39.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
39.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
38.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
38.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
38.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
38.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
38.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
38.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
38.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
38.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
38.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
37.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
37.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
37.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
37.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
37.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
37.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
36.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
36.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
36.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
36.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
36.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
36.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
35.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
35.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
34.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
34.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
34.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
34.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
34.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
33.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
33.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
33.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
32.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
30.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
29.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXW5 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
39.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
104.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
94.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
78.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
73.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
68.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
66.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
63.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
62.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
60.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
59.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
59.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
58.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
56.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
52.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
51.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
51.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
50.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
49.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
48.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
47.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
47.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
47.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
46.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
46.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
45.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
45.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
45.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
44.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
42.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
42.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
42.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
41.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
41.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
41.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
41.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
40.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
40.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
40.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
39.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
39.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
38.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
38.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
37.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
37.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
36.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
36.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
36.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
36.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
36.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
36.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
36.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
34.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
34.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
33.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
32.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
31.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
29.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
28.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
26.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
24.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXW5 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.0
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
72.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
65.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
57.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
51.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
49.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
48.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
47.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
47.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
47.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
46.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
46.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
46.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
44.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
44.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
43.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
43.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
42.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
42.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
42.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
42.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
42.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
41.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
40.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
39.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
39.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
37.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
36.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
35.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
35.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
33.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
29.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.7
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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
