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.
DLG3 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
25.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
65.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
56.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
55.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
54.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
49.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
46.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
45.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
45.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
43.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
43.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
41.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
41.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
41.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
40.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
39.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
38.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
38.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
38.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
37.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
37.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
37.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
36.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
36.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
36.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
35.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
35.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
35.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
35.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
35.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
35.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
35.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
34.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
34.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
34.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
34.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
34.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
33.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
33.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
32.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
32.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
32.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
31.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
31.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
30.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
30.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
29.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
28.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
28.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
26.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
26.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
25.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
23.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 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.
DLG3 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
22.9
Number of samples
486
Samples
Sample
Description
TPM
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
76.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
68.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
61.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
57.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
57.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
53.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
50.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
49.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
47.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
45.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
45.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
45.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
45.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
44.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
44.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
44.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
44.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
42.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
42.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
41.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
39.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
38.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
38.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
37.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
34.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
34.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
33.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
DLG3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
46.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
44.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
44.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
41.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
37.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
34.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
34.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
34.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
34.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
30.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
27.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
24.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.0
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.
DLG3 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
19.4
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
44.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
42.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
39.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
38.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
31.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.5
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
2.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.8
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.2
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
