We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
VOPP1 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
55.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
137.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
129.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
125.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
124.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
104.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
102.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
97.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
94.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
92.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
91.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
91.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
90.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
89.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
89.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
89.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
88.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
87.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
86.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
85.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
85.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
84.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
83.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
81.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
81.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
80.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
79.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
78.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
78.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
78.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
78.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
78.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
77.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
77.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
77.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
76.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
75.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
75.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
75.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
74.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
74.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
72.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
72.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
71.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
71.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
71.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
71.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
70.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
69.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
69.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
69.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
68.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
68.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
68.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
67.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
67.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
66.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
66.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
66.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
65.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
65.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
64.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
64.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
64.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
64.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
64.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
64.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
64.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
63.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
63.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
63.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
63.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
63.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
62.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
62.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
62.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
61.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
61.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
61.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
61.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
61.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
61.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
61.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
60.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
59.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
59.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
59.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
59.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
59.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
58.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
58.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
58.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
58.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
58.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
57.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
57.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
57.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
57.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
57.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
57.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
57.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
56.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
56.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
56.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
55.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
55.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
55.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
55.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
55.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
55.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
55.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
54.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
54.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
54.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
54.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
54.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
53.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
53.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
53.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
53.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
53.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
53.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
53.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
53.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
53.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
53.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
53.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
53.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
53.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
52.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
52.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
52.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
52.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
51.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
51.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
51.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
50.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
50.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
50.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
50.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
50.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
49.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
49.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
49.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
49.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
49.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
49.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
49.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
49.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
49.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
49.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
49.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
48.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
47.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
47.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
47.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
47.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
47.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
46.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
46.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
46.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
46.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
45.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
45.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
45.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
45.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
45.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
45.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
45.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
45.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
45.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
45.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
44.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
44.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
44.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
44.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
44.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
43.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
43.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
43.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
43.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
43.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
42.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
42.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
42.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
42.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
42.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
42.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
42.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
42.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
41.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
41.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
41.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
41.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
41.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
41.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
41.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
41.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
41.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
40.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
40.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
40.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
40.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
40.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
39.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
39.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
39.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
39.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
39.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
39.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
38.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
38.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
38.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
38.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
38.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
36.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
35.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
35.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
34.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
34.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
33.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
33.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
32.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
32.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
31.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
31.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
30.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
30.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
28.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
27.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
27.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
26.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
24.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 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.
VOPP1 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
65.5
Number of samples
486
Samples
Sample
Description
TPM
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
159.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
155.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
144.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
129.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
127.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
121.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
119.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
119.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
118.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
116.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
113.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
112.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
110.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
108.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
107.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
107.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
106.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
106.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
105.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
101.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
100.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
100.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
99.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
98.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
98.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
97.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
97.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
96.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
96.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
96.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
95.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
95.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
94.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
94.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
94.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
94.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
93.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
92.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
91.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
91.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
91.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
90.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
89.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
89.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
89.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
88.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
88.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
87.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
87.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
87.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
87.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
87.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
87.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
87.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
87.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
87.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
86.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
86.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
85.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
85.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
84.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
84.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
84.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
84.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
83.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
83.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
83.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
82.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
82.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
82.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
82.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
82.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
82.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
82.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
82.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
81.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
81.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
81.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
81.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
81.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
81.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
81.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
80.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
80.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
80.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
79.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
79.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
79.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
79.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
79.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
78.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
78.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
78.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
78.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
78.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
78.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
78.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
78.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
78.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
78.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
78.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
77.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
77.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
77.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
77.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
77.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
77.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
77.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
77.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
77.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
77.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
76.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
76.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
76.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
76.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
76.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
76.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
76.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
76.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
76.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
76.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
76.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
76.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
75.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
75.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
75.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
75.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
75.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
75.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
75.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
75.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
75.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
75.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
74.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
74.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
74.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
74.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
74.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
74.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
74.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
74.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
74.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
73.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
73.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
73.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
73.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
73.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
73.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
73.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
73.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
72.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
72.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
72.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
72.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
72.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
72.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
71.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
71.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
71.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
71.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
71.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
71.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
71.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
71.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
71.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
71.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
71.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
71.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
70.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
70.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
70.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
70.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
70.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
70.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
70.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
70.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
69.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
69.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
69.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
69.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
69.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
69.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
69.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
68.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
68.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
68.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
68.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
68.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
68.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
68.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
68.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
68.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
68.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
68.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
67.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
67.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
67.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
67.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
67.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
67.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
67.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
66.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
66.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
66.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
66.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
66.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
66.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
66.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
66.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
66.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
66.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
66.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
65.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
65.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
65.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
65.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
65.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
65.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
65.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
65.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
65.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
65.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
65.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
64.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
64.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
64.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
64.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
64.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
64.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
64.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
64.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
64.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
64.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
64.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
64.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
63.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
63.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
63.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
63.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
63.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
63.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
63.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
62.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
62.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
62.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
62.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
62.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
62.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
62.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
62.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
62.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
62.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
62.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
62.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
62.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
61.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
61.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
61.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
61.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
61.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
61.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
61.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
61.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
61.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
61.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
61.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
60.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
60.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
60.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
60.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
60.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
59.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
59.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
59.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
59.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
59.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
59.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
59.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
59.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
59.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
59.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
59.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
59.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
59.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
59.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
59.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
59.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
59.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
59.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
59.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
58.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
58.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
58.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
58.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
58.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
58.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
58.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
58.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
58.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
58.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
57.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
57.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
57.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
57.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
57.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
57.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
56.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
56.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
56.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
56.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
56.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
56.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
56.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
56.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
56.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
56.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
56.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
56.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
56.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
56.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
56.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
56.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
56.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
56.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
55.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
55.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
55.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
55.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
55.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
55.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
55.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
55.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
55.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
55.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
55.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
54.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
54.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
54.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
54.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
54.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
54.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
54.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
54.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
54.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
54.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
54.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
54.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
54.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
54.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
53.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
53.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
53.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
53.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
53.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
53.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
53.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
53.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
52.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
52.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
52.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
52.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
52.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
52.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
52.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
52.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
52.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
52.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
52.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
52.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
52.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
52.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
52.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
52.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
52.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
52.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
52.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
52.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
52.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
52.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
52.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
51.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
51.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
51.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
51.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
51.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
51.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
51.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
51.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
51.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
51.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
51.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
50.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
50.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
50.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
50.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
50.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
50.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
50.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
50.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
50.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
50.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
49.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
49.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
49.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
49.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
48.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
48.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
48.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
48.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
48.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
48.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
47.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
47.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
47.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
47.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
47.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
47.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
47.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
47.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
47.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
47.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
47.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
47.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
47.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
47.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
46.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
46.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
46.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
46.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
46.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
46.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
46.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
46.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
45.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
45.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
45.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
44.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
44.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
44.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
44.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
44.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
44.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
44.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
43.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
43.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
43.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
43.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
43.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
43.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
43.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
43.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
43.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
43.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
42.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
42.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
42.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
42.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
42.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
41.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
41.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
41.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
40.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
40.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
39.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
39.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
38.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
38.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
37.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
36.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
36.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
36.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
36.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.9
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.
VOPP1 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
59.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
109.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
108.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
107.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
103.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
101.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
101.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
96.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
93.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
93.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
91.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
89.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
86.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
83.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
77.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
76.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
76.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
76.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
74.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
73.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
73.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
72.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
72.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
72.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
70.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
70.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
70.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
69.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
69.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
69.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
68.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
67.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
66.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
65.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
64.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
63.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
63.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
62.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
62.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
60.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
58.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
57.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
56.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
56.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
55.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
55.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
55.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
55.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
54.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
53.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
53.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
53.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
52.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
51.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
51.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
51.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
51.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
48.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
47.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
47.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
47.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
46.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
46.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
45.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
45.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
44.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
43.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
43.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
43.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
43.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
41.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
41.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
41.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
41.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
40.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
38.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
37.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
37.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
37.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
37.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
37.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
34.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
33.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
31.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
30.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
24.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VOPP1 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
61.8
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
173.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
146.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
117.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
115.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
111.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
105.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
104.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
101.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
99.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
99.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
97.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
93.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
88.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
87.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
86.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
86.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
85.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
85.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
85.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
83.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
83.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
83.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
83.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
82.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
81.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
80.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
79.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
78.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
78.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
78.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
77.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
76.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
76.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
76.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
76.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
75.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
74.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
74.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
74.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
74.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
74.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
74.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
73.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
73.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
73.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
73.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
73.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
73.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
72.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
72.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
72.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
71.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
71.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
69.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
68.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
68.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
68.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
68.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
68.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
68.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
68.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
68.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
67.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
67.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
67.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
67.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
66.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
66.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
66.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
65.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
65.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
65.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
65.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
65.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
64.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
64.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
64.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
64.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
64.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
63.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
63.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
63.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
63.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
63.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
62.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
62.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
62.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
62.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
62.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
62.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
62.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
62.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
62.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
61.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
61.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
60.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
60.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
60.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
60.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
60.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
60.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
59.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
59.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
59.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
59.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
58.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
58.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
57.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
57.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
57.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
57.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
57.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
57.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
57.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
57.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
56.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
56.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
55.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
55.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
54.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
54.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
54.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
54.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
54.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
54.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
53.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
53.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
53.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
53.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
53.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
52.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
52.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
52.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
52.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
52.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
52.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
52.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
52.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
52.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
51.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
51.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
51.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
51.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
51.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
51.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
51.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
51.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
51.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
50.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
50.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
49.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
49.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
49.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
48.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
48.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
48.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
48.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
48.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
48.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
47.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
47.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
47.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
47.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
47.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
47.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
47.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
47.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
47.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
46.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
46.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
46.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
46.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
45.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
45.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
45.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
45.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
45.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
45.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
44.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
43.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
43.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
43.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
43.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
42.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
42.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
41.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
41.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
41.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
40.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
40.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
40.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
40.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
40.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
40.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
38.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
38.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
38.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
38.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
37.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
36.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
36.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
36.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
32.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
28.8
Show allShow less
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.