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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.
GMFB 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
20.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
121.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
60.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
47.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
42.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
41.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
41.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
39.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
37.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
35.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
29.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
29.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
29.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
28.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
26.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
25.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
24.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
GMFB 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
16.9
Number of samples
486
Samples
Sample
Description
TPM
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
45.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
44.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GMFB 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
20.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
52.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
44.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
40.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
36.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
34.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
27.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
21.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GMFB is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.6
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
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Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
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Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
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Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
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Tumor
0.0
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Tumor
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
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
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Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
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Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
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Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
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Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
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Tumor
0.0
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Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
