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.
NEDD9 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
86.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
79.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
59.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
52.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
50.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
49.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
48.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
48.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
48.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
48.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
42.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
41.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
41.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
40.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
40.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
39.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
38.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
37.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
37.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
37.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
36.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
36.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
36.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
34.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
33.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
30.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
30.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
28.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
NEDD9 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
47.1
Number of samples
486
Samples
Sample
Description
TPM
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
220.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
148.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
145.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
130.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
128.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
123.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
117.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
116.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
112.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
111.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
111.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
110.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
107.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
105.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
105.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
101.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
100.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
99.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
98.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
96.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
93.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
90.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
89.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
87.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
85.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
84.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
83.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
83.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
83.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
82.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
82.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
80.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
79.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
78.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
77.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
77.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
76.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
76.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
76.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
76.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
75.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
75.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
75.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
75.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
75.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
74.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
73.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
73.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
73.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
73.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
73.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
72.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
72.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
71.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
71.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
71.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
71.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
71.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
70.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
70.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
69.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
69.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
69.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
69.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
69.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
68.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
68.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
67.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
67.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
66.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
66.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
66.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
66.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
65.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
65.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
65.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
65.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
65.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
65.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
65.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
64.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
64.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
64.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
64.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
64.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
64.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
63.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
63.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
63.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
62.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
62.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
62.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
62.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
62.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
62.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
61.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
61.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
61.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
60.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
60.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
60.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
60.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
60.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
60.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
59.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
59.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
59.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
59.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
59.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
59.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
59.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
59.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
58.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
58.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
58.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
58.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
57.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
57.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
57.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
57.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
57.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
56.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
56.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
56.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
56.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
56.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
56.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
56.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
56.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
56.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
55.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
55.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
55.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
55.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
55.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
55.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
55.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
55.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
55.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
55.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
54.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
54.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
54.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
54.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
54.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
54.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
54.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
54.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
53.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
53.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
53.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
53.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
52.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
52.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
52.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
52.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
52.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
52.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
52.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
52.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
52.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
52.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
51.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
51.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
51.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
51.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
51.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
50.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
50.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
50.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
50.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
50.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
50.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
50.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
50.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
50.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
50.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
49.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
49.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
49.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
49.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
49.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
49.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
49.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
49.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
48.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
48.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
48.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
48.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
48.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
47.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
47.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
47.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
47.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
47.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
47.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
47.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
47.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
47.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
47.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
47.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
47.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
47.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
46.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
46.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
46.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
46.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
46.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
46.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
46.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
46.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
46.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
45.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
45.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
45.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
45.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
45.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
45.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
45.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
45.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
44.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
44.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
44.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
44.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
44.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
44.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
44.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
44.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
44.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
43.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
43.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
43.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
42.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
42.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
42.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
42.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
42.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
42.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
42.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
42.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
42.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
41.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
41.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
41.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
41.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
41.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
41.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
41.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
41.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
41.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
41.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
40.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
40.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
40.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
40.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
40.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
40.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
40.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
39.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
39.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
39.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
39.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
39.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
38.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
38.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
38.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
38.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
38.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
38.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
38.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
38.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
38.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
37.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
37.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
37.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
37.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
37.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
36.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
36.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
36.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
36.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
36.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
36.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
36.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
36.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
35.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
35.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
35.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
35.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
35.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
34.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
34.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
33.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
33.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
33.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
33.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
32.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
31.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
30.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
29.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NEDD9 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
17.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
151.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
53.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
48.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
44.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
44.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
43.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
36.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
30.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 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.
NEDD9 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
44.1
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
178.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
127.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
121.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
117.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
115.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
104.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
100.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
98.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
89.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
88.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
87.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
85.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
83.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
82.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
80.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
80.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
78.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
77.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
75.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
75.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
70.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
68.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
67.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
66.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
66.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
65.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
64.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
64.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
62.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
62.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
62.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
61.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
60.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
60.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
58.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
58.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
58.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
58.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
58.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
57.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
57.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
56.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
56.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
56.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
55.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
54.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
52.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
51.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
51.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
51.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
50.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
50.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
50.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
49.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
49.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
49.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
49.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
48.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
48.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
48.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
47.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
47.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
47.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
47.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
47.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
47.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
47.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
47.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
46.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
46.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
46.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
46.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
46.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
46.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
46.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
46.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
45.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
45.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
45.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
44.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
44.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
43.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
43.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
43.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
43.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
43.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
42.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
42.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
42.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
41.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
41.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
41.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
41.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
41.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
41.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
41.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
41.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
40.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
40.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
40.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
39.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
39.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
39.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
39.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
38.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
38.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
38.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
37.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
37.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
36.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
36.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
36.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
36.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
36.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
35.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
35.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
35.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
34.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
34.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
34.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
34.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
34.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
34.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
31.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
31.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.2
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
