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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.
MELK 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-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
41.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
38.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
38.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
38.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
37.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
24.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 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.
MELK is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.1
Number of samples
486
Samples
Sample
Description
TPM
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
61.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
55.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
50.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
50.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
48.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
47.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
43.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
42.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
42.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
41.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
40.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
39.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
37.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
35.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
34.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
33.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
32.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
4.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
4.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
2.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
2.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
MELK is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
50.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
40.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
37.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
35.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
32.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
32.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
28.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MELK is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.1
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
57.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
54.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
54.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
47.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
45.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
42.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
38.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
37.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
37.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
36.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
5.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
3.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
3.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
2.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
2.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
1.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
