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.
GADD45B 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
20.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
98.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
90.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
81.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
64.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
62.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
61.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
59.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
58.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
56.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
56.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
55.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
54.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
53.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
45.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
43.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
41.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
41.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
41.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
39.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
39.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
39.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
38.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
37.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
37.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
37.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
37.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
35.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
34.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
34.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
33.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
31.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
29.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
27.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
23.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
23.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 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.
GADD45B 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
19.7
Number of samples
486
Samples
Sample
Description
TPM
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
164.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
140.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
97.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
83.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
77.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
75.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
70.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
67.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
64.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
60.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
58.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
52.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
52.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
52.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
50.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
50.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
49.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
49.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
47.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
47.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
47.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
46.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
46.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
44.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
44.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
43.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
43.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
43.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
43.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
42.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
42.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
41.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
40.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
39.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
39.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
39.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
38.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
37.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
35.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
5.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
5.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
5.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
4.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
4.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
4.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
4.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
3.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.8
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.
GADD45B 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
21.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
67.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
60.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
59.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
57.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
50.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
48.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
47.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
47.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
40.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
39.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
38.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
38.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
36.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
35.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
29.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
GADD45B is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.2
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
171.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
121.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
93.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
83.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
82.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
73.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
68.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
66.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
63.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
58.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
56.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
55.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
50.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
48.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
44.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
44.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
43.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
40.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
36.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
34.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
4.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
4.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
3.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
3.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
3.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
2.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
