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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.
BTAF1 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
6.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 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.
BTAF1 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
21.6
Number of samples
486
Samples
Sample
Description
TPM
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
47.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
35.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.4
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.
BTAF1 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
5.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BTAF1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.1
Number of samples
207
Samples
Sample
Description
TPM
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.9
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.9
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.8
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.7
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.9
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.9
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-1.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_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.
The Human Protein Atlas project is funded
