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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.
KDM1B is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
45.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
37.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
36.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
36.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
36.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
36.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
35.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
34.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
33.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
32.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
31.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
KDM1B 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
30.0
Number of samples
486
Samples
Sample
Description
TPM
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
68.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
63.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
60.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
59.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
59.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
57.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
57.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
56.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
56.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
56.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
56.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
54.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
53.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
53.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
53.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
53.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
52.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
52.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
51.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
51.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
51.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
51.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
50.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
50.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
50.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
50.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
49.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
49.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
49.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
48.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
48.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
47.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
46.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
46.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
46.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
46.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
46.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
46.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
46.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
45.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
45.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
45.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
44.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
44.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
44.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
44.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
44.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
44.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
44.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
44.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
43.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
43.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
43.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
43.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
43.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
43.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
42.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
42.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
42.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
41.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
41.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
41.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
41.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
41.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
41.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
41.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
41.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
41.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
40.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
40.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
40.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
40.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
40.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
40.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
40.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
39.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
39.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
39.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
39.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
39.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
39.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
38.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
38.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
38.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
38.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
38.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
38.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
38.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
37.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
37.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
37.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
37.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
37.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
37.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
37.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
36.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
36.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
35.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
34.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
34.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
34.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
29.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KDM1B is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
30.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
KDM1B 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
27.4
Number of samples
207
Samples
Sample
Description
TPM
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
60.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
54.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
51.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
49.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
49.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
47.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
47.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
45.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
45.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
45.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
45.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
44.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
44.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
43.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
43.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
42.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
42.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
41.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
40.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
40.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
39.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
39.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
39.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
38.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
38.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
38.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
38.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
37.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
37.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
37.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
36.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
36.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
35.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
34.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
34.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
33.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
32.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
32.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
