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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.
FOXM1 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
30.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
522.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
151.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
114.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
75.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
73.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
71.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
69.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
68.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
68.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
66.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
62.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
60.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
59.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
58.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
57.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
56.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
53.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
53.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
53.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
52.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
51.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
50.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
49.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
49.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
49.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
49.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
48.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
48.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
48.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
48.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
47.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
47.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
46.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
46.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
46.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
46.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
46.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
46.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
44.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
43.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
42.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
42.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
41.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
41.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
40.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
40.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
39.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
39.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
39.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
39.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
39.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
38.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
38.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
38.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
38.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
38.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
37.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
37.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
37.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
37.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
36.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
36.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
36.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
36.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
36.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
36.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
35.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
35.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
35.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
35.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
35.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
34.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
34.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
34.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
33.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
33.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
32.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
32.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
30.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
30.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
29.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
29.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
29.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
29.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
27.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FOXM1 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
49.6
Number of samples
486
Samples
Sample
Description
TPM
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
478.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
416.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
372.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
339.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
185.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
175.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
144.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
136.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
116.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
107.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
105.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
100.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
99.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
95.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
94.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
94.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
92.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
91.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
90.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
88.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
87.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
86.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
86.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
84.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
84.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
84.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
84.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
83.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
82.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
81.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
81.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
80.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
80.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
80.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
80.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
79.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
79.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
79.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
77.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
75.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
74.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
73.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
73.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
73.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
73.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
72.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
72.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
72.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
72.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
72.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
71.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
71.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
71.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
70.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
70.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
69.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
69.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
69.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
68.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
68.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
68.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
68.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
67.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
67.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
66.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
66.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
66.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
66.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
65.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
65.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
65.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
64.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
64.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
64.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
64.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
64.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
63.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
63.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
63.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
63.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
63.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
63.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
63.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
63.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
63.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
62.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
62.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
62.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
61.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
61.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
61.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
61.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
61.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
61.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
61.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
60.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
60.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
60.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
60.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
60.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
60.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
60.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
60.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
60.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
59.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
59.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
59.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
59.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
59.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
59.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
59.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
59.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
58.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
58.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
58.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
58.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
58.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
58.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
58.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
58.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
58.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
57.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
57.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
57.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
57.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
57.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
57.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
57.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
57.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
57.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
57.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
56.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
56.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
56.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
56.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
55.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
55.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
55.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
55.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
55.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
54.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
54.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
54.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
54.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
54.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
54.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
54.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
54.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
54.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
54.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
54.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
53.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
53.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
53.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
53.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
53.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
53.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
53.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
52.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
52.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
52.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
52.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
52.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
52.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
52.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
52.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
52.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
52.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
52.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
52.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
52.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
52.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
51.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
51.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
51.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
51.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
51.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
51.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
51.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
51.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
51.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
51.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
51.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
51.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
51.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
51.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
51.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
51.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
50.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
50.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
50.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
50.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
50.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
50.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
50.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
49.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
49.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
49.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
49.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
49.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
48.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
48.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
48.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
48.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
48.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
48.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
48.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
47.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
47.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
47.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
47.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
47.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
47.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
46.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
46.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
46.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
46.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
46.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
46.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
46.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
46.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
46.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
46.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
46.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
45.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
45.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
45.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
45.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
45.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
45.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
45.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
45.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
45.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
44.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
44.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
44.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
44.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
44.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
44.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
44.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
44.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
44.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
44.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
44.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
44.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
44.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
44.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
43.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
43.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
43.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
43.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
43.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
43.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
42.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
42.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
42.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
42.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
42.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
42.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
42.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
42.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
42.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
42.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
41.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
41.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
41.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
41.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
41.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
41.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
41.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
41.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
40.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
40.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
40.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
40.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
40.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
40.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
40.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
40.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
40.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
39.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
39.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
39.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
39.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
39.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
39.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
39.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
38.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
38.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
38.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
38.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
38.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
38.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
37.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
37.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
37.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
37.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
36.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
36.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
36.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
36.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
36.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
35.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
35.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
35.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
35.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
35.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
35.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
35.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
35.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
35.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
34.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
34.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
34.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
34.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
33.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
33.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
33.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
32.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
31.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
30.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.7
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.
FOXM1 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
27.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
134.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
85.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
58.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
54.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
54.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
54.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
52.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
51.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
49.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
49.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
48.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
47.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
47.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
45.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
43.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
43.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
39.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
38.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
38.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
36.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
35.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
34.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
34.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
32.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
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.
FOXM1 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
48.0
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
481.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
447.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
295.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
278.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
265.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
259.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
153.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
112.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
101.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
99.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
98.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
87.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
85.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
85.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
81.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
80.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
79.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
75.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
73.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
73.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
73.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
70.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
70.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
68.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
68.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
66.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
63.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
63.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
63.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
62.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
61.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
61.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
60.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
59.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
58.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
58.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
58.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
57.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
57.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
57.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
56.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
56.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
56.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
55.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
55.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
55.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
55.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
55.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
54.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
53.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
52.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
51.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
51.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
50.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
50.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
50.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
50.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
50.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
49.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
49.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
47.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
47.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
47.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
47.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
47.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
47.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
47.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
46.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
46.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
46.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
45.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
45.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
44.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
44.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
44.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
43.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
43.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
43.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
43.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
43.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
42.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
42.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
41.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
41.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
41.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
40.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
40.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
40.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
40.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
40.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
39.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
39.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
38.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
37.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
37.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
36.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
35.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
34.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
6.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
