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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.
FKBP15 is potential prognostic, high expression is unfavorable 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
6.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 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.
FKBP15 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
16.8
Number of samples
486
Samples
Sample
Description
TPM
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
FKBP15 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
6.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FKBP15 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.5
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
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Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
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Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
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Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
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Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
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Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
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Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
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Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
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
