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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.
FNBP4 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
6.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
FNBP4 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
FNBP4 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.9
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.
FNBP4 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.8
Number of samples
207
Samples
Sample
Description
TPM
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.8
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.8
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
