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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TTC13 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
TTC13 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
12.4
Number of samples
486
Samples
Sample
Description
TPM
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
36.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.3
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.
TTC13 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
7.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
TTC13 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
12.7
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
