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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.
SEMA3B 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
15.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
78.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
74.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
73.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
71.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
58.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
54.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
51.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
46.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
45.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
41.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
38.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
34.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
34.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
33.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
31.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
27.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
SEMA3B 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
12.4
Number of samples
486
Samples
Sample
Description
TPM
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
78.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
63.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
63.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
51.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
50.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
45.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
45.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
44.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
42.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
41.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
6.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
6.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
6.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
6.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
6.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
6.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
5.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
5.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
5.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
5.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
5.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
5.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
5.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
5.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
5.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
4.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
4.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
4.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
4.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
4.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
4.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
4.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
4.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
4.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
4.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
4.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
4.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
4.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
4.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
4.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
4.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
3.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
3.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
3.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
3.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
3.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
3.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
3.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
3.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
3.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
3.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
2.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
2.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
2.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
2.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
2.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
2.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
2.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
2.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
2.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
2.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
2.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
2.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
2.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
1.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
1.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
1.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
SEMA3B 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
13.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
42.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
31.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.9
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.
SEMA3B is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
80.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
46.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
45.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
6.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
6.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
6.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
5.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
5.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
4.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
4.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
4.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
4.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
4.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
3.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
3.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
3.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
2.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
2.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
2.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
2.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
2.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
2.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
2.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
1.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-1.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.3
8cc7e656-0152-4359-8566-0581c3
Tumor
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
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
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
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
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
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
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
c7aeb685-31b3-445e-8177-a3e729_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
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
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
