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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.
FBXO44 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
8.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
58.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 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.
FBXO44 is potential prognostic, high expression is favorable in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.7
Number of samples
486
Samples
Sample
Description
TPM
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
40.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
7.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
6.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
6.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
5.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
5.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
5.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
5.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
5.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
4.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
4.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
4.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
4.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
4.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
4.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
3.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
3.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
3.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
3.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
3.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
3.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
3.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
3.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
3.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
3.1
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.
FBXO44 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
9.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
31.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
FBXO44 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
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
109.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
6.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
6.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
4.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
3.1
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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
