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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.
C12orf4 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
5.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
C12orf4 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
10.3
Number of samples
486
Samples
Sample
Description
TPM
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
99.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
51.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
38.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
6.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
5.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
C12orf4 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
5.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
48.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
C12orf4 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
10.5
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
125.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
53.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
36.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
5.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
4.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
1.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
1.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.9
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.8
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.8
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.8
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.8
43192517-085e-450e-9481-0a6713_D3
Tumor
0.7
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.7
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.7
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-1.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-1.4
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.