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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.
FYB1 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
3.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
1.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
FYB1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.6
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
101.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
87.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
76.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
72.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
71.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
64.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
63.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
62.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
61.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
59.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
56.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
53.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
53.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
51.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
50.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
49.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
48.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
48.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
47.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
46.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
46.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
45.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
45.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
44.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
44.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
43.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
43.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
43.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
43.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
43.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
43.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
42.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
42.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
42.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
41.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
41.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
41.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
40.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
40.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
40.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
39.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
39.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
39.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
39.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
38.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
37.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
37.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
37.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
37.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
37.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
36.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
36.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
36.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
36.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
35.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
34.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
33.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
33.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
31.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.6
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.
FYB1 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
2.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
1.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
FYB1 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
19.5
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
66.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
61.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
60.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
44.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
42.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
41.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
41.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
39.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
39.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
38.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
38.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
38.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
37.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
33.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
26.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
1.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.7
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
