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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.
APAF1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
APAF1 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
14.5
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
36.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
APAF1 is potential prognostic, high expression is favorable 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
6.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.8
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.
APAF1 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
13.9
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
5.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.8
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
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Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
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Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
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Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
