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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.
VTI1A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 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.
VTI1A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.6
Number of samples
486
Samples
Sample
Description
TPM
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VTI1A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
VTI1A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
2.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.9
963fc8db-f412-4427-a198-23f660_D2
Normal
0.8
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.7
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.8
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.8
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-1.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-1.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-1.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-1.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
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
