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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.
FAM76A 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
6.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM76A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.9
Number of samples
486
Samples
Sample
Description
TPM
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
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.
FAM76A 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
6.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 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.
FAM76A 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
19.8
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
54.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
33.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.7
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.9
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.4
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
