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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.
FAM8A1 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
10.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
31.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
FAM8A1 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
17.7
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
59.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
39.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
34.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM8A1 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
11.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
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.
FAM8A1 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
16.6
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
2.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
1.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.7
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.8
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.8
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.8
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.9
82157a70-12f1-4913-b548-d98881_D2
Normal
-1.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.9
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-2.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-2.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-2.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-3.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-3.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-3.1
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
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
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
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
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
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
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
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
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
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
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
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
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
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
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_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
3a17283c-a0f4-4514-956b-080d11_D2
Normal
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
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
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
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
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
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
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
e14c2cbe-eca0-4745-97f6-8f27bd_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
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
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
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
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
803736b3-9ca9-4f9f-bdfe-8783e3_D3
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
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
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
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
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
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
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
d3078fa8-0692-411f-8441-0c7c48_D8
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
