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.
VEGFB 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
18.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
54.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
45.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
40.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
39.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
39.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
36.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
35.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
34.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
33.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
32.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
32.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
31.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
31.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
31.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
29.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
29.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
29.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
28.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
25.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
20.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
VEGFB is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.9
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
58.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
51.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
46.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
44.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
43.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
41.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
40.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
39.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
38.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
38.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
37.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
37.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
37.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
35.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
30.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VEGFB 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
18.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
38.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
36.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
35.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
32.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
31.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
29.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
25.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VEGFB 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
21.4
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
62.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
57.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
51.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
49.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
42.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
41.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
41.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
38.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
37.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
34.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
30.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
