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.
RAP2A 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
11.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
43.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
37.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
RAP2A 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
18.7
Number of samples
486
Samples
Sample
Description
TPM
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
66.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
61.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
60.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
51.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
44.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
42.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
42.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
39.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
39.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
34.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 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.
RAP2A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
40.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
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.
RAP2A 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
19.7
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
56.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
54.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
51.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
49.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
46.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
46.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
37.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
35.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
35.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
33.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
32.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.8
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.9
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.7
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.7
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
