We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
PLXNA1 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
11.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
44.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLXNA1 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
20.5
Number of samples
486
Samples
Sample
Description
TPM
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
68.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
59.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
49.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
44.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
41.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
40.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
39.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
36.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
35.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
PLXNA1 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
10.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLXNA1 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
19.2
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
33.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
1.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
1.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
1.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.9
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.6
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.6
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.9
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.9
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-1.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
