We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
FBXW7 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
6.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
64.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
62.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
34.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
FBXW7 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
35.3
Number of samples
486
Samples
Sample
Description
TPM
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
67.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
67.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
66.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
65.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
64.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
61.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
59.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
58.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
57.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
55.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
55.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
55.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
55.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
54.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
54.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
54.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
54.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
54.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
53.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
53.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
53.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
53.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
52.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
52.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
52.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
52.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
51.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
51.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
50.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
50.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
50.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
50.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
50.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
50.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
50.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
49.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
49.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
49.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
49.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
49.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
48.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
48.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
48.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
48.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
48.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
48.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
48.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
47.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
47.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
47.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
47.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
47.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
47.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
47.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
47.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
47.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
47.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
46.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
46.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
46.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
46.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
46.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
46.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
46.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
46.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
46.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
46.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
45.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
45.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
45.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
45.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
45.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
45.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
44.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
44.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
44.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
44.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
44.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
44.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
44.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
44.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
44.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
44.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
44.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
43.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
43.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
43.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
43.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
43.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
43.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
42.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
42.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
42.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
42.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
42.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
42.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
42.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
42.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
42.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
42.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
42.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
42.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
42.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
42.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
42.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
41.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
41.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
41.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
41.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
41.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
41.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
41.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
41.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
41.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
41.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
41.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
41.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
41.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
41.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
41.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
41.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
41.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
41.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
40.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
40.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
40.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
40.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
40.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
40.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
40.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
40.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
40.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
40.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
40.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
40.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
40.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
40.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
39.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
39.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
39.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
39.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
39.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
39.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
39.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
39.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
39.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
39.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
39.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
39.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
39.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
39.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
39.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
38.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
38.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
38.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
38.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
38.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
37.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
37.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
37.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
37.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
37.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
37.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
37.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
37.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
37.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
37.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
37.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
37.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
36.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
36.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
36.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
36.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
36.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
36.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
35.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
35.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
35.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
35.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
35.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
35.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
35.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
35.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
34.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
34.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
34.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
34.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
33.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
33.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
32.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
32.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.3
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.
FBXW7 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
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
FBXW7 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
34.3
Number of samples
207
Samples
Sample
Description
TPM
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
72.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
71.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
70.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
70.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
64.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
55.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
55.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
54.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
54.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
54.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
54.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
53.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
52.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
52.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
49.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
48.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
47.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
47.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
46.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
46.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
46.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
45.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
45.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
45.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
45.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
45.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
45.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
44.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
44.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
42.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
42.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
41.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
41.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
41.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
41.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
40.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
40.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
40.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
40.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
39.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
39.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
39.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
39.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
39.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
38.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
38.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
38.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
38.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
38.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
38.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
38.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
37.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
37.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
37.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
37.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
37.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
37.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
37.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
37.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
37.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
37.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
36.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
36.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
36.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
36.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
36.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
36.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
35.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
35.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
34.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
34.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
34.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
33.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
33.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
32.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
31.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
26.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.9
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
