We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
ILKAP 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
23.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
41.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
41.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
38.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
38.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
36.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
36.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
34.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
33.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
33.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
33.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
32.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
31.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
31.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
31.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
30.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
30.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
29.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
29.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
28.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
27.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
27.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
27.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
26.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
26.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
25.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.3
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.
ILKAP 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
10.8
Number of samples
486
Samples
Sample
Description
TPM
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
6.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
5.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
5.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
ILKAP 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
23.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
37.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
34.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
34.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
32.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
32.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
31.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
29.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
21.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 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.
ILKAP 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
9.3
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
4.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
4.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
4.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
4.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
3.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.1
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
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
