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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.
CUL1 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
29.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
57.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
52.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
51.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
49.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
49.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
49.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
48.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
48.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
48.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
48.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
47.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
46.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
46.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
46.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
46.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
45.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
45.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
44.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
44.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
44.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
44.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
42.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
42.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
42.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
41.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
41.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
40.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
40.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
40.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
40.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
39.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
39.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
39.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
39.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
38.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
38.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
38.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
38.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
38.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
37.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
37.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
37.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
37.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
37.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
37.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
36.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
36.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
36.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
36.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
36.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
36.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
36.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
36.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
35.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
35.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
35.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
35.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
35.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
35.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
35.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
35.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
34.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
33.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
33.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
33.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
33.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
33.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
32.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
32.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
31.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
31.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
31.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
30.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
30.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
30.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
29.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
29.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
28.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
28.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
28.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
27.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
26.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
25.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
25.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
23.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
23.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
CUL1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.1
Number of samples
486
Samples
Sample
Description
TPM
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
68.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
58.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
57.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
52.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
52.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
51.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
50.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
50.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
49.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
49.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
49.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
48.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
48.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
47.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
47.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
47.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
47.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
47.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
47.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
46.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
46.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
46.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
45.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
45.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
45.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
44.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
44.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
44.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
43.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
42.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
41.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
40.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
40.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
40.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
40.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
40.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
40.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
38.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
38.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
38.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
38.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
37.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
37.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
37.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
37.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
37.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
37.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
37.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
37.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
36.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
36.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
35.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
34.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
31.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.2
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.
CUL1 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
30.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
56.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
56.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
54.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
52.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
45.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
44.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
44.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
42.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
42.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
41.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
41.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
40.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
39.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
39.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
38.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
38.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
38.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
37.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
36.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
36.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
35.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
34.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
34.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
33.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
33.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
33.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
32.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
32.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
32.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
32.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
31.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
31.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
31.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
31.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
31.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
30.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
29.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
29.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
29.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
24.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.5
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.
CUL1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.0
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
62.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
60.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
57.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
48.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
44.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
42.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
39.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
39.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
39.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
39.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
38.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
38.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
38.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
38.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
37.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
37.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
35.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
33.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
32.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
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
