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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.
FAM89B 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
30.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
76.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
56.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
56.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
55.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
54.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
53.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
52.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
51.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
50.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
50.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
49.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
48.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
48.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
47.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
47.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
47.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
47.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
47.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
47.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
47.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
46.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
46.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
45.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
45.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
45.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
45.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
44.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
44.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
44.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
43.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
43.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
43.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
42.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
42.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
42.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
41.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
41.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
41.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
41.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
41.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
41.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
41.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
40.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
40.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
40.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
40.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
40.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
39.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
39.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
39.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
39.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
38.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
38.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
38.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
38.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
38.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
37.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
37.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
37.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
37.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
36.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
36.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
36.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
35.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
35.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
35.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
35.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
34.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
34.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
34.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
33.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
33.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
33.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
33.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
33.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
32.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
32.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
32.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
32.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
32.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
31.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
31.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
31.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
31.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
31.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
30.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
30.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
30.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
30.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
30.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
30.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
30.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
29.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
28.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
28.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
28.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
26.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
25.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
21.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
FAM89B 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
26.3
Number of samples
486
Samples
Sample
Description
TPM
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
66.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
48.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
47.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
47.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
46.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
46.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
46.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
45.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
45.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
44.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
43.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
43.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
42.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
42.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
42.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
40.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
40.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
39.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
39.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
39.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
36.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
36.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
34.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
33.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
32.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
31.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM89B 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
29.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
58.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
54.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
50.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
46.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
41.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
40.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
39.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
39.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
39.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
39.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
38.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
37.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
37.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
36.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
36.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
36.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
35.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
35.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
35.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
34.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
34.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
33.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
33.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
33.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
31.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
30.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
29.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
29.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
29.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
27.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
27.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
20.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
19.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
18.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
FAM89B 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
24.1
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
49.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
42.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
40.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
39.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
39.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
37.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.2
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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
