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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.
FBXO46 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
34.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
32.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
FBXO46 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
39.9
Number of samples
486
Samples
Sample
Description
TPM
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
236.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
111.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
105.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
95.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
86.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
82.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
82.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
79.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
76.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
76.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
75.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
74.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
73.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
72.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
71.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
70.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
68.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
68.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
68.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
67.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
65.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
65.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
65.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
64.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
63.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
63.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
63.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
63.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
62.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
62.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
61.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
61.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
60.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
60.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
60.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
59.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
59.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
59.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
59.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
58.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
57.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
57.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
56.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
56.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
55.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
55.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
54.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
54.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
54.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
54.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
53.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
53.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
53.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
52.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
52.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
52.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
51.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
51.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
51.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
51.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
51.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
51.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
51.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
51.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
51.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
51.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
51.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
50.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
50.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
50.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
49.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
49.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
49.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
49.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
49.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
49.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
49.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
49.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
49.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
48.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
48.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
48.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
48.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
48.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
48.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
48.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
48.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
48.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
47.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
47.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
47.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
47.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
47.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
47.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
47.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
47.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
47.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
47.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
47.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
47.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
46.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
46.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
46.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
46.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
46.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
45.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
45.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
45.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
45.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
45.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
45.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
45.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
45.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
45.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
45.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
45.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
44.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
44.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
44.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
44.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
44.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
44.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
44.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
44.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
44.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
44.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
44.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
44.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
44.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
44.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
44.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
44.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
43.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
43.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
43.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
43.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
43.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
43.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
43.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
43.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
43.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
43.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
43.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
43.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
43.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
43.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
43.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
42.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
42.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
42.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
42.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
42.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
42.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
42.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
42.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
42.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
42.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
42.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
42.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
42.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
42.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
42.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
42.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
42.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
42.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
41.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
41.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
41.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
41.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
41.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
41.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
41.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
41.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
41.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
41.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
41.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
41.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
41.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
41.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
41.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
41.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
40.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
40.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
40.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
40.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
40.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
40.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
40.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
40.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
40.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
40.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
40.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
40.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
40.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
39.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
39.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
39.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
39.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
39.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
39.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
39.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
38.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
38.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
38.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
38.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
38.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
38.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
38.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
38.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
37.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
37.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
37.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
37.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
37.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
37.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
37.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
37.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
37.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
37.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
36.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
36.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
36.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
36.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
36.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
36.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
36.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
36.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
36.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
36.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
36.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
35.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
35.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
35.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
35.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
34.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
34.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
34.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
33.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
33.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
32.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
32.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
31.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.2
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.
FBXO46 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
24.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXO46 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
40.1
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
81.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
76.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
73.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
72.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
70.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
66.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
65.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
65.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
64.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
64.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
64.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
63.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
63.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
62.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
62.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
61.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
59.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
59.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
57.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
57.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
56.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
55.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
55.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
54.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
53.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
53.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
53.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
53.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
52.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
52.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
52.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
51.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
51.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
51.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
51.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
51.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
51.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
50.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
50.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
50.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
50.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
50.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
49.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
49.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
48.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
47.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
47.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
47.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
47.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
47.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
47.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
47.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
46.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
46.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
46.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
46.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
46.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
45.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
45.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
45.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
45.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
45.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
44.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
44.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
44.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
43.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
43.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
43.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
43.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
43.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
43.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
43.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
42.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
42.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
42.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
42.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
42.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
42.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
41.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
41.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
41.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
41.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
41.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
40.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
40.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
40.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
40.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
40.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
40.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
39.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
39.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
39.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
39.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
39.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
39.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
39.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
39.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
39.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
38.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
38.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
38.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
38.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
37.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
37.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
37.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
37.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
37.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
37.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
37.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
37.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
36.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
36.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
35.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
35.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
35.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
34.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
33.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
33.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
32.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
32.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
31.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
31.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
30.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
29.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.9
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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.