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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.
TTC7A 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
5.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
TTC7A 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
12.6
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
6.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
TTC7A 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
5.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
TTC7A 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
11.2
Number of samples
207
Samples
Sample
Description
TPM
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
963fc8db-f412-4427-a198-23f660_D2
Normal
1.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
1.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.7
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.7
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.8
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.8
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.8
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-1.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.2
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
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_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
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
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_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
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
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
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
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
5e886f1c-8165-4232-9591-d80799_D2
Normal
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
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
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
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
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
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_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
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
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_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
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
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_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
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
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
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
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
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
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
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
