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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.
FBXW8 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
5.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
FBXW8 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
11.0
Number of samples
486
Samples
Sample
Description
TPM
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
7.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
6.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
6.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
5.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXW8 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
4.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXW8 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
11.3
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.8
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
1.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
1.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.9
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.8
41a04113-2061-4923-bca5-da586c_D2
Normal
0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.7
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-2.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-3.3
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
