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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.
FERMT3 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
14.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
108.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
84.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
76.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
67.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
60.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
49.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
47.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
44.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
44.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
41.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
41.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
39.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
39.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
39.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
37.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
37.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
36.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
31.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
27.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
25.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
FERMT3 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
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
51.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
43.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
42.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
42.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
40.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
40.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
38.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
38.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
38.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
37.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
36.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
36.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
36.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
35.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
35.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
35.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
FERMT3 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
11.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
44.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FERMT3 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
16.7
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
62.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
49.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
47.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
41.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
36.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
34.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.8
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.6
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
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Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
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Normal
0.3
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Tumor
0.3
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Tumor
0.3
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Normal
0.3
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Normal
0.3
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Tumor
0.3
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Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
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Normal
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.2
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Normal
0.2
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Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
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Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
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Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.2
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Tumor
-0.2
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Tumor
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Normal
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Normal
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.8
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.
The Human Protein Atlas project is funded
