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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.
VAMP5 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
26.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
256.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
131.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
120.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
94.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
91.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
89.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
86.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
81.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
74.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
72.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
70.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
68.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
66.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
64.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
59.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
59.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
58.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
57.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
57.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
57.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
56.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
55.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
54.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
54.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
52.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
52.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
51.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
49.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
49.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
49.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
48.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
48.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
46.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
46.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
44.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
44.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
42.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
41.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
41.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
41.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
41.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
40.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
40.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
39.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
38.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
38.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
38.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
38.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
37.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
37.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
37.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
37.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
37.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
37.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
36.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
35.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
35.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
34.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
33.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
33.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
32.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
31.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
31.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
30.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
30.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
29.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
29.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
23.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 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.
VAMP5 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
14.8
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
86.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
65.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
54.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
49.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
48.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
47.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
43.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
42.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
42.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
42.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
39.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
37.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
36.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
35.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
34.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
5.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
4.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
4.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
4.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
4.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
4.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
3.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
3.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
3.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VAMP5 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
24.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
67.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
65.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
61.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
59.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
48.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
47.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
46.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
44.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
44.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
43.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
42.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
41.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
41.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
38.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
37.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
36.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
34.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
33.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
28.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
21.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 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.
VAMP5 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
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
4.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
4.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
3.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.9
41a04113-2061-4923-bca5-da586c_D2
Normal
0.8
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.7
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.7
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.8
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.9
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.4
b2400046-1d25-429d-a821-6040a6
Tumor
-1.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
