We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ELOA 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
14.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 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.
ELOA 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
22.6
Number of samples
486
Samples
Sample
Description
TPM
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
50.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
41.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
41.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
40.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
36.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
ELOA 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
13.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ELOA 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
20.4
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.2
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
2.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
2.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.8
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-0.9
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-1.0
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
