We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TTC9C 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
20.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
46.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
36.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
36.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
34.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
33.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
31.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
30.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
30.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
30.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
28.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
28.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
28.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
27.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
27.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
26.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
24.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 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.
TTC9C 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
19.2
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
36.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TTC9C is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
32.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
32.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
31.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
30.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.2
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.
TTC9C 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
18.5
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.7
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.8
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.8
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
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
