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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.
OPA3 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
5.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 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.
OPA3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.6
Number of samples
486
Samples
Sample
Description
TPM
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
41.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
OPA3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
OPA3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
33.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.9
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.2
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
