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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.
TTLL5 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 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.
TTLL5 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
17.9
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
25.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TTLL5 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TTLL5 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
16.7
Number of samples
207
Samples
Sample
Description
TPM
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
