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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXW11 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
11.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
FBXW11 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
26.6
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
63.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
46.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
45.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
42.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
41.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
41.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
41.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
40.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
39.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
36.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
36.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
35.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
33.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
FBXW11 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
11.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXW11 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
24.8
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
43.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
40.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
30.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
