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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.
FAM118B is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
35.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
33.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
33.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
32.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
30.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
FAM118B is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.3
Number of samples
486
Samples
Sample
Description
TPM
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
42.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
41.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
37.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM118B 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
15.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
30.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
FAM118B 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
15.6
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.9
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.9
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.9
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-1.2
b2400046-1d25-429d-a821-6040a6
Tumor
-1.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_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
