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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.
FBXO21 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
15.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
48.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXO21 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
22.9
Number of samples
486
Samples
Sample
Description
TPM
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
43.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
43.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
38.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
38.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
37.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
37.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
34.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
33.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
FBXO21 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
15.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.4
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.
FBXO21 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
21.7
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
35.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
34.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
1.2
41a04113-2061-4923-bca5-da586c_D2
Normal
1.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.8
82157a70-12f1-4913-b548-d98881_D2
Normal
0.8
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.8
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.7
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-1.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-2.0
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
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_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
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
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
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
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
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
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
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
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
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
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
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
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
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
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
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
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
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
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
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
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
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
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_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
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
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
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
