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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.
FBXO31 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
9.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXO31 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.6
Number of samples
486
Samples
Sample
Description
TPM
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
46.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
45.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
42.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
40.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
39.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
37.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
36.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
35.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
34.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
34.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
32.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
FBXO31 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
FBXO31 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.9
Number of samples
207
Samples
Sample
Description
TPM
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
42.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
34.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
34.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
34.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
