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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.
FUT4 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
119.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
40.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
37.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
36.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
31.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
30.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 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.
FUT4 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
20.8
Number of samples
486
Samples
Sample
Description
TPM
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
69.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
64.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
54.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
52.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
51.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
51.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
51.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
50.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
50.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
48.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
45.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
44.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
43.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
42.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
42.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
41.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
40.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
40.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
37.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
35.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
34.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
6.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.4
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.
FUT4 is potential prognostic, high expression is favorable 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
13.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
40.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
38.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
24.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FUT4 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
18.6
Number of samples
207
Samples
Sample
Description
TPM
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
46.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
42.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
36.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
34.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
