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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.
PLXNB1 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
13.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
39.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
PLXNB1 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
22.8
Number of samples
486
Samples
Sample
Description
TPM
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
55.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
46.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
45.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
44.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
43.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
43.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
43.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
42.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
42.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
41.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
41.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
39.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
39.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
39.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
38.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
38.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
37.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
37.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
37.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
37.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
36.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
36.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
36.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
36.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
33.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
32.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLXNB1 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
12.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
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.
PLXNB1 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
25.5
Number of samples
207
Samples
Sample
Description
TPM
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
52.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
50.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
49.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
47.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
46.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
45.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
43.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
41.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
40.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
39.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
39.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
38.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
38.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
37.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
37.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
37.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
36.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
36.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
36.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
35.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
34.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
34.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
32.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
32.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
29.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
1.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.7
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.8
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.8
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.9
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.3
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
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
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
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_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.