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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.
PTOV1 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
40.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
78.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
75.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
75.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
74.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
70.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
69.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
69.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
66.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
66.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
66.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
65.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
65.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
65.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
63.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
63.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
62.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
62.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
61.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
60.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
60.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
59.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
57.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
57.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
56.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
56.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
55.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
55.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
54.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
53.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
53.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
53.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
53.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
52.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
52.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
52.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
52.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
52.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
52.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
51.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
51.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
51.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
51.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
50.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
50.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
50.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
49.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
49.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
49.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
49.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
49.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
49.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
49.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
48.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
48.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
48.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
48.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
48.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
48.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
47.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
47.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
47.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
47.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
47.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
47.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
47.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
47.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
47.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
47.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
47.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
47.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
47.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
46.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
46.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
46.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
46.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
46.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
46.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
45.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
45.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
45.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
45.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
45.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
45.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
44.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
44.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
43.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
43.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
43.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
43.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
43.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
43.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
43.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
43.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
42.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
42.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
42.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
42.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
42.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
42.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
42.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
41.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
41.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
41.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
41.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
41.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
41.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
41.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
41.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
40.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
40.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
40.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
40.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
40.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
40.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
39.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
39.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
39.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
39.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
39.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
39.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
39.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
39.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
39.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
39.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
38.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
38.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
38.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
38.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
38.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
38.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
38.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
38.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
38.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
38.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
38.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
38.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
37.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
37.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
37.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
37.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
37.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
37.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
37.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
36.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
36.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
36.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
36.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
36.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
35.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
35.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
35.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
35.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
35.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
35.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
34.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
34.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
34.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
34.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
34.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
34.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
34.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
34.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
33.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
33.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
33.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
33.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
33.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
32.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
32.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
32.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
31.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
31.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
31.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
31.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
30.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
30.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
30.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
29.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
29.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
29.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
28.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
28.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
28.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
27.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
25.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PTOV1 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
41.8
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
117.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
77.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
76.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
74.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
74.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
74.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
72.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
71.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
70.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
70.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
70.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
69.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
68.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
66.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
66.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
66.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
65.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
64.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
64.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
63.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
63.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
63.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
63.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
62.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
62.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
62.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
62.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
62.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
62.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
61.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
61.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
61.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
61.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
61.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
61.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
61.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
60.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
59.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
59.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
59.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
59.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
58.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
58.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
58.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
57.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
57.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
57.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
57.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
57.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
57.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
57.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
57.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
56.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
56.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
56.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
56.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
56.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
56.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
56.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
56.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
55.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
55.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
55.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
55.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
55.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
55.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
55.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
55.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
55.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
55.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
55.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
55.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
54.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
54.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
54.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
53.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
53.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
53.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
53.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
53.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
53.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
53.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
53.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
52.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
52.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
52.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
52.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
52.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
52.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
52.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
52.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
52.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
52.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
52.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
52.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
52.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
51.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
51.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
51.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
51.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
50.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
50.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
50.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
50.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
50.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
50.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
50.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
50.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
50.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
50.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
49.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
49.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
49.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
49.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
49.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
49.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
49.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
49.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
48.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
48.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
48.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
48.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
48.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
48.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
48.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
48.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
48.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
48.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
48.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
48.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
47.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
47.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
47.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
47.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
47.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
47.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
47.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
47.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
46.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
46.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
46.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
46.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
46.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
46.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
46.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
46.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
46.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
46.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
46.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
46.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
46.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
46.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
46.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
46.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
46.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
46.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
46.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
45.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
45.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
45.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
45.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
45.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
45.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
45.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
45.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
45.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
45.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
44.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
44.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
44.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
44.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
44.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
44.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
44.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
44.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
44.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
44.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
44.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
44.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
44.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
44.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
44.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
43.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
43.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
43.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
43.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
43.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
43.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
43.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
43.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
43.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
43.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
43.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
43.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
43.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
43.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
42.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
42.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
42.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
42.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
42.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
42.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
42.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
42.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
42.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
42.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
42.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
42.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
42.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
42.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
42.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
42.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
42.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
42.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
42.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
42.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
41.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
41.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
41.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
41.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
41.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
41.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
41.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
41.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
41.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
41.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
41.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
41.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
41.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
41.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
40.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
40.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
40.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
40.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
40.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
40.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
40.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
40.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
40.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
40.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
40.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
40.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
39.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
39.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
39.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
39.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
39.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
39.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
39.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
39.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
39.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
39.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
39.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
39.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
39.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
39.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
39.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
38.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
38.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
38.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
38.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
38.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
38.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
38.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
38.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
38.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
37.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
37.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
37.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
37.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
37.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
37.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
37.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
36.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
36.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
36.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
36.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
36.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
36.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
36.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
36.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
36.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
36.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
36.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
35.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
35.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
35.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
34.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
34.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
34.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
34.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
34.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
34.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
34.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
33.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
33.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
32.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
29.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
29.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
PTOV1 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
40.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
491.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
74.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
63.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
60.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
56.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
53.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
53.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
52.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
50.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
50.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
48.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
45.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
45.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
45.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
45.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
43.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
43.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
43.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
42.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
42.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
42.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
41.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
41.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
40.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
40.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
40.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
39.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
39.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
39.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
39.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
38.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
38.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
38.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
38.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
38.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
38.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
36.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
36.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
36.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
36.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
36.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
35.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
35.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
33.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
33.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
32.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
31.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
30.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
30.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
29.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
25.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 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.
PTOV1 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
34.9
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
83.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
79.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
71.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
63.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
60.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
59.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
56.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
54.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
53.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
52.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
52.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
51.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
50.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
50.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
49.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
49.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
48.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
47.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
47.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
47.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
47.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
46.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
46.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
46.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
46.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
46.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
46.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
45.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
45.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
45.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
45.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
44.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
43.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
43.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
43.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
43.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
43.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
43.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
43.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
43.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
43.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
42.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
42.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
42.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
42.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
42.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
42.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
42.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
41.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
41.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
41.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
41.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
40.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
40.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
40.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
40.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
40.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
39.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
39.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
39.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
39.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
39.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
38.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
38.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
38.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
38.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
37.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
37.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
37.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
37.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
37.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
37.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
37.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
36.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
36.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
36.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
36.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
36.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
36.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
35.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
34.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
34.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
34.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
33.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
33.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
33.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
33.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
32.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
31.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
28.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
