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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.
INO80E 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
39.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
98.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
82.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
69.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
67.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
64.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
64.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
64.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
62.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
61.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
60.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
60.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
60.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
59.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
56.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
55.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
55.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
55.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
55.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
54.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
54.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
54.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
53.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
53.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
53.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
53.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
53.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
52.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
52.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
52.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
51.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
51.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
51.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
51.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
50.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
50.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
50.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
50.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
50.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
50.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
49.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
49.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
49.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
49.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
48.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
48.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
48.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
48.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
48.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
48.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
48.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
48.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
48.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
48.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
48.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
48.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
48.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
48.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
48.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
48.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
47.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
47.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
47.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
47.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
47.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
47.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
47.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
47.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
46.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
46.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
46.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
46.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
46.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
46.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
46.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
46.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
46.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
45.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
45.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
45.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
45.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
45.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
45.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
45.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
44.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
44.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
44.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
44.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
44.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
44.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
44.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
44.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
43.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
43.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
43.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
43.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
43.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
42.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
42.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
42.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
42.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
42.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
42.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
42.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
41.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
41.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
41.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
41.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
41.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
41.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
41.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
41.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
41.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
40.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
40.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
40.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
40.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
40.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
40.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
39.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
39.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
39.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
39.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
38.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
38.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
38.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
38.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
38.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
38.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
38.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
37.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
37.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
37.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
37.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
37.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
36.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
36.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
36.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
36.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
36.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
36.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
35.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
35.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
35.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
35.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
35.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
35.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
34.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
34.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
34.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
34.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
34.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
34.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
34.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
34.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
34.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
34.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
34.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
33.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
33.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
33.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
33.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
32.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
32.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
32.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
32.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
32.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
32.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
31.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
31.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
31.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
30.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
30.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
30.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
30.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
30.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
30.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
28.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
28.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
28.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
27.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
27.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
INO80E 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
27.1
Number of samples
486
Samples
Sample
Description
TPM
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
52.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
51.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
51.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
50.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
46.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
46.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
45.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
45.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
45.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
44.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
44.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
44.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
43.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
43.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
43.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
42.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
42.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
41.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
40.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
40.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
39.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
39.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
38.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
37.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
37.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
37.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
37.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
37.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
36.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
36.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
35.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
34.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
34.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
34.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
33.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
32.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
31.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
31.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
INO80E 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
36.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
72.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
62.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
55.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
55.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
54.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
53.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
51.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
51.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
50.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
49.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
47.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
45.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
45.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
45.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
44.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
44.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
43.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
43.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
43.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
43.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
42.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
41.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
41.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
41.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
41.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
40.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
40.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
40.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
39.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
39.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
39.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
39.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
38.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
38.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
38.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
37.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
37.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
37.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
36.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
36.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
35.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
35.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
35.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
33.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
32.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
32.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
31.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
31.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
31.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
29.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
25.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 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.
INO80E 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
26.9
Number of samples
207
Samples
Sample
Description
TPM
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
61.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
54.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
53.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
48.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
44.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
44.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
43.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
43.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
42.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
42.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
42.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
41.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
40.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
39.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
39.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
36.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
36.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
36.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
35.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
34.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
34.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
34.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
33.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
2.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
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
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
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
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
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
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
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
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
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
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
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
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
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_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
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
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
3765c09a-fff7-4b37-bf2b-452b23_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
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
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_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
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
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
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
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
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
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
