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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.
SEMA4C 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
13.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
44.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
38.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
33.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 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.
SEMA4C 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
15.6
Number of samples
486
Samples
Sample
Description
TPM
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
49.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
47.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
43.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
40.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
32.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
5.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
5.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
5.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
4.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
4.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
3.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.4
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.
SEMA4C 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
13.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
45.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
33.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
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.
SEMA4C 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
16.5
Number of samples
207
Samples
Sample
Description
TPM
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
54.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
47.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
38.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
4.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
