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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ELP4 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
9.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
ELP4 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
14.0
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
36.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
ELP4 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
9.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 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.
ELP4 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
13.8
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
38.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
