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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAAP100 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
12.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
FAAP100 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
486
Samples
Sample
Description
TPM
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
5.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAAP100 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
11.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 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.
FAAP100 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.5
Number of samples
207
Samples
Sample
Description
TPM
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
