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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.
FAM114A2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 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.
FAM114A2 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
10.7
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
7.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
5.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
5.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
FAM114A2 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
6.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM114A2 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
9.7
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
6.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
5.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
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Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
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Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
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Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
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Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
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Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
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Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
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Tumor
-0.3
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Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
