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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.
FBXL12 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
13.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
FBXL12 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
17.7
Number of samples
486
Samples
Sample
Description
TPM
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.0
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.
FBXL12 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
14.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXL12 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
18.7
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
