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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.
FAM3A 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
36.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
114.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
101.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
92.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
88.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
86.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
81.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
81.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
73.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
71.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
69.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
69.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
69.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
66.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
65.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
65.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
65.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
64.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
64.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
64.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
62.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
62.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
60.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
60.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
58.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
57.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
57.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
56.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
56.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
55.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
55.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
53.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
53.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
53.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
52.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
52.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
51.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
51.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
51.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
50.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
50.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
50.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
49.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
49.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
49.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
49.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
48.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
48.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
48.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
48.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
47.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
47.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
46.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
46.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
46.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
46.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
45.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
45.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
45.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
45.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
45.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
45.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
45.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
44.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
44.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
44.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
44.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
43.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
43.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
42.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
42.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
42.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
42.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
42.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
42.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
41.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
41.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
41.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
41.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
41.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
40.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
40.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
40.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
40.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
40.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
40.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
40.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
40.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
39.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
39.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
39.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
39.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
39.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
38.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
38.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
37.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
37.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
37.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
36.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
36.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
36.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
36.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
36.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
36.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
36.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
36.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
35.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
35.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
35.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
35.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
34.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
34.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
34.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
34.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
33.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
33.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
33.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
33.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
33.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
33.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
33.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
32.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
32.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
32.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
32.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
32.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
32.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
31.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
31.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
31.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
31.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
30.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
30.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
30.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
29.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
29.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
29.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
28.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
28.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
27.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
25.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
23.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 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.
FAM3A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.9
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
108.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
95.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
63.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
57.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
55.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
48.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
47.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
44.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
43.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
43.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
42.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
42.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
41.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
41.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
40.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
37.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
36.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
36.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
36.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
35.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
34.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
34.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
9.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.5
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.
FAM3A 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
37.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
91.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
87.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
86.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
77.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
72.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
69.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
66.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
63.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
60.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
60.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
60.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
56.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
53.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
52.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
52.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
51.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
51.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
47.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
47.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
47.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
47.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
46.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
46.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
44.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
44.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
42.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
42.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
41.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
41.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
41.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
41.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
41.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
40.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
39.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
39.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
39.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
38.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
37.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
35.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
35.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
34.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
34.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
33.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
32.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
31.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
31.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
31.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
29.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
29.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
29.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
25.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
25.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 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.
FAM3A 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
18.2
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
63.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
63.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
46.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
41.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
37.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-1.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.8
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
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
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
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_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
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
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
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
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
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
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
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
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
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
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
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
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
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
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_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
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
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
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
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
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
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
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
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
