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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.
TTLL3 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
6.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 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.
TTLL3 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
13.8
Number of samples
486
Samples
Sample
Description
TPM
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
5.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
5.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
5.1
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.
TTLL3 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
6.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 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.
TTLL3 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
16.1
Number of samples
207
Samples
Sample
Description
TPM
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
22.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
5.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.3
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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.