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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.
SNAPC2 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
15.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
34.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
26.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNAPC2 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
10.8
Number of samples
486
Samples
Sample
Description
TPM
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
7.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
5.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
5.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
5.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
5.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
5.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
4.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
SNAPC2 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
13.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
33.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNAPC2 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
9.0
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
6.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
5.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
