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.
SCAMP1 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
16.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
53.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
40.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
39.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
39.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
29.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
28.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.0
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.
SCAMP1 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
17.9
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
65.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
SCAMP1 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
17.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
38.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
32.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
29.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SCAMP1 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
17.5
Number of samples
207
Samples
Sample
Description
TPM
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
36.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
35.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.6
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
