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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.
TTC14 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
6.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 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.
TTC14 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
13.3
Number of samples
486
Samples
Sample
Description
TPM
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
7.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
6.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
6.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
5.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
5.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
5.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
5.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
4.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
4.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
3.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
3.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
2.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.8
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.
TTC14 is potential prognostic, high expression is favorable 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
7.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TTC14 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
15.9
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
