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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.
FAM204A 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
20.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
38.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
37.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
36.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
35.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
34.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
34.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
34.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
29.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
28.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
26.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
26.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
25.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
24.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
24.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 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.
FAM204A 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
18.4
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM204A 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
20.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
40.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
36.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
34.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
28.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
25.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
24.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM204A 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
15.6
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
