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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.
SENP3 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
25.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
50.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
47.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
45.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
44.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
41.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
41.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
41.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
40.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
40.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
40.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
39.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
38.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
37.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
36.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
36.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
36.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
35.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
35.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
35.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
35.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
33.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
33.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
33.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
33.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
33.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
33.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
32.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
32.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
32.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
32.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
32.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
31.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
31.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
31.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
30.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
30.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
30.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
30.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
29.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
29.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
28.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
28.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
27.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
27.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
25.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
25.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
24.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
SENP3 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
31.0
Number of samples
486
Samples
Sample
Description
TPM
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
61.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
60.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
54.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
53.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
52.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
51.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
50.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
50.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
49.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
49.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
49.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
48.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
47.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
47.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
47.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
47.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
47.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
46.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
46.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
46.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
46.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
45.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
45.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
45.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
44.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
44.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
44.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
44.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
44.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
44.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
44.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
44.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
43.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
43.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
43.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
43.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
43.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
42.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
42.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
42.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
42.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
42.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
42.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
42.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
42.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
42.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
42.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
41.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
41.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
40.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
40.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
40.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
40.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
40.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
40.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
40.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
40.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
40.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
39.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
39.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
39.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
39.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
39.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
39.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
39.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
39.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
38.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
38.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
38.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
38.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
38.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
38.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
38.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
37.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
37.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
37.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
37.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
37.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
36.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
36.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
36.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
36.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
36.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
36.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
35.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
35.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
35.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
34.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
34.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
34.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
33.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
33.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
33.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
31.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
31.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
31.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
30.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
28.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
SENP3 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
24.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
49.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
42.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
42.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
39.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
38.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
37.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
35.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
34.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
33.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
30.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.2
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.
SENP3 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
28.1
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
60.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
60.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
51.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
51.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
50.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
47.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
45.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
44.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
43.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
43.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
42.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
40.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
39.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
38.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
37.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
37.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
36.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
36.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
36.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
36.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
35.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
35.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
35.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
34.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
30.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.7
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.9
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-1.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-1.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-1.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-1.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
