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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.
F3 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
25.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
383.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
268.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
129.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
117.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
97.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
88.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
80.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
75.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
75.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
74.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
70.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
68.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
68.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
67.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
64.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
62.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
62.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
59.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
56.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
56.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
55.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
52.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
51.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
50.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
50.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
49.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
48.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
46.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
45.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
44.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
42.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
42.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
41.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
41.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
41.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
41.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
40.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
40.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
39.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
38.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
36.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
35.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
34.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
34.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
34.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
32.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
32.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
31.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
31.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
30.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
29.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
29.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
27.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 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.
F3 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
49.3
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
462.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
321.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
229.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
214.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
177.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
161.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
153.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
149.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
148.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
146.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
139.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
136.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
135.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
135.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
133.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
131.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
126.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
125.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
125.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
123.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
120.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
119.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
119.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
119.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
117.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
105.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
104.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
99.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
99.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
99.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
95.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
95.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
93.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
93.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
91.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
89.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
88.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
87.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
86.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
84.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
84.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
83.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
83.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
81.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
81.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
81.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
81.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
80.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
80.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
80.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
79.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
79.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
79.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
78.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
77.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
77.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
77.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
77.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
76.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
75.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
75.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
75.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
75.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
74.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
74.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
74.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
74.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
74.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
73.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
73.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
72.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
72.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
71.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
71.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
71.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
71.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
70.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
70.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
70.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
70.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
69.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
69.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
69.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
69.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
69.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
68.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
68.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
68.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
68.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
68.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
68.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
67.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
67.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
67.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
66.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
66.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
65.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
65.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
65.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
64.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
64.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
64.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
63.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
63.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
63.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
63.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
63.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
62.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
62.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
62.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
62.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
62.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
61.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
61.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
61.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
60.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
60.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
60.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
60.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
60.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
60.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
59.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
59.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
59.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
59.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
59.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
58.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
58.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
58.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
58.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
57.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
57.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
57.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
57.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
56.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
56.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
56.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
56.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
56.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
56.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
56.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
56.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
55.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
55.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
55.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
55.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
55.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
54.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
54.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
54.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
53.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
53.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
53.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
52.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
52.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
52.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
52.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
52.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
52.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
52.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
51.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
51.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
51.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
51.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
51.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
51.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
50.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
50.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
50.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
50.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
50.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
49.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
49.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
49.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
49.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
49.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
48.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
48.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
48.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
48.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
48.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
47.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
47.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
47.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
47.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
47.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
47.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
47.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
47.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
46.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
46.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
46.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
46.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
46.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
46.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
46.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
45.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
45.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
45.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
45.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
45.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
45.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
44.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
44.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
44.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
44.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
43.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
43.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
43.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
43.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
43.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
43.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
43.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
43.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
42.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
42.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
42.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
42.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
42.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
42.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
42.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
42.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
42.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
42.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
41.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
41.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
41.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
41.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
40.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
40.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
40.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
40.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
40.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
40.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
40.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
40.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
40.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
39.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
39.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
39.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
39.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
39.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
39.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
39.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
39.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
38.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
38.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
38.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
38.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
38.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
38.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
38.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
38.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
38.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
38.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
38.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
38.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
37.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
37.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
37.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
37.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
37.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
37.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
37.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
37.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
36.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
36.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
36.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
36.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
35.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
35.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
35.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
35.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
35.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
35.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
34.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
33.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
33.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
32.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.2
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.
F3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
132.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
100.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
79.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
72.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
58.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
48.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
41.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
39.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
38.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
36.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
36.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
35.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
34.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
32.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
30.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
29.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
29.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
F3 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
49.9
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
264.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
246.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
152.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
132.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
126.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
124.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
121.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
120.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
119.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
113.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
103.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
93.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
93.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
92.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
91.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
91.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
88.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
87.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
86.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
86.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
83.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
82.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
78.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
76.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
74.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
73.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
73.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
72.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
72.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
71.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
71.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
70.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
68.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
68.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
68.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
67.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
67.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
64.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
64.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
63.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
62.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
62.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
62.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
61.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
61.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
60.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
60.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
59.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
58.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
58.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
56.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
56.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
56.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
55.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
55.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
55.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
54.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
53.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
53.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
53.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
52.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
52.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
51.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
51.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
51.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
50.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
50.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
50.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
50.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
50.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
50.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
49.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
48.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
48.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
48.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
48.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
48.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
48.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
48.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
47.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
47.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
47.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
47.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
47.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
47.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
46.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
46.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
46.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
46.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
46.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
46.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
46.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
46.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
45.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
45.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
45.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
45.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
45.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
45.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
45.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
45.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
45.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
44.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
44.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
44.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
44.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
44.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
44.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
43.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
43.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
43.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
43.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
43.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
43.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
42.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
42.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
42.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
41.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
41.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
41.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
40.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
40.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
40.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
39.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
39.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
39.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
39.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
38.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
38.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
38.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
38.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
38.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
38.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
38.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
37.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
35.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
32.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
32.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
32.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
32.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
23.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
4.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
2.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
1.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
1.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.9
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.8
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.9
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.0
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
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
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
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_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
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_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
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
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
