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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.
NAA25 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
NAA25 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
22.3
Number of samples
486
Samples
Sample
Description
TPM
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
45.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
42.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
42.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
41.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
40.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
40.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
40.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
39.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
39.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
39.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
38.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
38.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
37.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
35.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
32.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.7
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.
NAA25 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NAA25 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
21.5
Number of samples
207
Samples
Sample
Description
TPM
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
42.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
38.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
34.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
34.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
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Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
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
