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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.
GPN1 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
33.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
59.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
57.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
56.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
56.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
55.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
54.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
53.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
51.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
51.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
50.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
49.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
49.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
49.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
49.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
48.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
48.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
48.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
47.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
46.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
46.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
46.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
45.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
45.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
45.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
45.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
44.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
44.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
44.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
44.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
44.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
44.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
44.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
44.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
44.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
43.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
42.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
42.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
42.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
42.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
42.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
42.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
41.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
41.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
41.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
40.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
40.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
40.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
40.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
40.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
39.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
39.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
39.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
39.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
39.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
39.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
38.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
38.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
38.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
38.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
38.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
38.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
38.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
38.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
38.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
38.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
36.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
36.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
36.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
36.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
36.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
36.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
36.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
36.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
35.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
35.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
35.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
35.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
35.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
35.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
34.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
34.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
34.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
34.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
34.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
33.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
33.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
33.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
33.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
33.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
33.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
33.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
33.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
33.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
33.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
33.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
33.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
32.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
32.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
32.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
32.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
31.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
31.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
31.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
30.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
30.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
30.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
30.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
29.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
29.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
29.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
28.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
27.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
27.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
27.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
24.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
24.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
23.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
GPN1 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
23.5
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
41.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
39.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
39.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GPN1 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
34.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
55.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
55.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
54.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
52.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
51.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
50.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
50.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
49.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
46.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
46.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
45.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
44.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
44.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
44.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
43.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
43.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
42.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
42.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
41.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
41.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
41.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
40.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
40.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
40.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
40.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
39.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
39.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
39.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
38.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
37.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
37.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
37.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
37.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
37.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
36.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
36.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
35.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
35.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
35.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
34.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
34.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
33.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
33.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
33.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
33.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
33.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
32.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
32.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
31.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
31.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
31.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
30.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
30.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
29.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
29.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
28.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
24.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
16.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
GPN1 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
21.4
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
1.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.9
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_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
