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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.
FBXL8 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
10.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
57.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
31.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
27.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
FBXL8 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
21.0
Number of samples
486
Samples
Sample
Description
TPM
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
65.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
60.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
57.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
53.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
52.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
51.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
50.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
50.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
47.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
46.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
46.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
46.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
45.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
45.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
42.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
42.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
42.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
40.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
40.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
40.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
37.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
37.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
35.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
34.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
34.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
32.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
30.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
27.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
FBXL8 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
8.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
14.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.9
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.
FBXL8 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
23.6
Number of samples
207
Samples
Sample
Description
TPM
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
64.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
61.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
61.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
59.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
59.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
58.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
57.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
52.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
51.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
48.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
48.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
47.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
44.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
43.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
41.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
41.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
41.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
41.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
39.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
39.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
39.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
38.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
38.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
37.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
36.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
35.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
32.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0f238226-864c-4de0-8c61-01e729_D2
Tumor
1.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
1.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.9
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.8
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
-1.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-1.2
b2400046-1d25-429d-a821-6040a6
Tumor
-3.2
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
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
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
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_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
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
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
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
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
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
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
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
d80408d6-598d-4411-ab34-eb2545_D2
Normal
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
cc271b3d-ed33-481f-9d23-15f2f6_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
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
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
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
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
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
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
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
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
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
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
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
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
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
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
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
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
