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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.
FAM53C 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
10.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
FAM53C 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
14.4
Number of samples
486
Samples
Sample
Description
TPM
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
33.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM53C 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
10.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM53C 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
14.4
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
